Merge with local
authordgarijo
Mon, 01 Oct 2012 19:24:30 +0200
changeset 4504 49ab3f9c8f9e
parent 4503 6992fdf536e7 (current diff)
parent 4501 dcb14db2788f (diff)
child 4505 0bb532d70a1b
Merge with local
--- a/primer/Primer.html	Mon Oct 01 19:23:42 2012 +0200
+++ b/primer/Primer.html	Mon Oct 01 19:24:30 2012 +0200
@@ -23,43 +23,43 @@
    };
    var extraReferences = {
     "PROV-DM":
-     "Luc Moreau, Paolo Missier"+
+     "Luc Moreau, Paolo Missier "+
      "<a href=\"http://www.w3.org/TR/prov-dm/\"><cite>The PROV Data Model and Abstract Syntax Notation</cite></a>. "+
      "Working Draft, "+
      "URL: <a href=\"http://www.w3.org/TR/prov-dm/\">http://www.w3.org/TR/prov-dm/</a>",
 
     "PROV-O":
-     "Satya Sahoo, Deborah McGuinness"+
+     "Satya Sahoo, Deborah McGuinness "+
      "<a href=\"http://www.w3.org/TR/prov-o/\"><cite>The PROV Ontology: Model and Formal Semantics</cite></a>. "+
      "Working Draft, "+
      "URL: <a href=\"http://www.w3.org/TR/prov-o/\">http://www.w3.org/TR/prov-o/</a>",
     
     "PROV-N":
-     "Luc Moreau, Paolo Missier"+
+     "Luc Moreau, Paolo Missier "+
      "<a href=\"http://www.w3.org/TR/prov-n/\"><cite>PROV-N: The PROV Notation</cite></a>. "+
      "Working Draft, "+
      "URL: <a href=\"http://www.w3.org/TR/prov-n/\">http://www.w3.org/TR/prov-n/</a>",
 
     "PROV-AQ":
-     "Graham Klyne, Paul Groth"+
+     "Graham Klyne, Paul Groth "+
      "<a href=\"http://www.w3.org/TR/prov-aq/\"><cite>PROV-AQ: Provenance Access and Query</cite></a>. "+
      "Working Draft, "+
      "URL: <a href=\"http://www.w3.org/TR/prov-aq/\">http://www.w3.org/TR/prov-aq/</a>",
 
     "PROV-CONSTRAINTS":
-     "James Cheney, Paolo Missier, Luc Moreau"+
+     "James Cheney, Paolo Missier, Luc Moreau "+
      "<a href=\"http://www.w3.org/TR/prov-constraints/\"><cite>Constraints of the Provenance Data Model</cite></a>. "+
      "Working Draft, "+
      "URL: <a href=\"http://www.w3.org/TR/prov-constraints/\">http://www.w3.org/TR/prov-constraints/</a>",
 
     "TURTLE":
-     "Eric Prud'hommeaux, Gavin Carothers"+
+     "Eric Prud'hommeaux, Gavin Carothers "+
      "<a href=\"http://www.w3.org/TR/2011/WD-turtle-20110809/\"><cite>Turtle: Terse RDF Triple Language</cite></a>. "+
      "9 August 2011. W3C Working Draft. "+
      "URL: <a href=\"http://www.w3.org/TR/2011/WD-turtle-20110809/\">http://www.w3.org/TR/2011/WD-turtle-20110809/</a>",
     
     "PROVENANCE-XG":
-     "Yolanda Gil, James Cheney, Paul Groth, Olaf Hartig, Simon Miles, Luc Moreau, Paulo Pinheiro da Silva"+
+     "Yolanda Gil, James Cheney, Paul Groth, Olaf Hartig, Simon Miles, Luc Moreau, Paulo Pinheiro da Silva "+
      "<a href=\"http://www.w3.org/2005/Incubator/prov/XGR-prov/\"><cite>Provenance XG Final Report</cite></a>. "+
      "8 December 2010. "+
      "URL: <a href=\"http://www.w3.org/2005/Incubator/prov/XGR-prov/\">http://www.w3.org/2005/Incubator/prov/XGR-prov/</a>"
@@ -86,8 +86,8 @@
  
     // if there is a previously published draft, uncomment this and set its YYYY-MM-DD date
     // and its maturity status
-    previousPublishDate:  "2012-01-10",
-    previousMaturity:  "WD",
+    previousPublishDate:  "2012-07-24",
+    previousMaturity:  "WD-NOTE",
  
     // if there a publicly available Editor's Draft, this is the link
     edDraftURI:           "http://dvcs.w3.org/hg/prov/raw-file/default/primer/Primer.html",
@@ -136,7 +136,7 @@
     wgURI:        "http://www.w3.org/2011/prov/",
           
     // name (with the @w3c.org) of the public mailing to which comments are due
-    wgPublicList: "public-prov-comment-wg",
+    wgPublicList: "public-prov-comments",
           
     // URI of the patent status for this WG, for Rec-track documents
     // !!!! IMPORTANT !!!!
@@ -335,7 +335,7 @@
     For example, if the second version of document D was generated 
     by a translation from the first version of the document in another language,
     then this translation is an activity.
-   </p>Use
+   </p>
   </section>
 
   <section>
@@ -382,7 +382,7 @@
    <p>
     One may want to describe the provenance of an agent.  For example, an organization 
     responsible for the creation of a report may evolve over time as the report is written as
-    some members leave and others join.  To make provenance assertions about an agent in PROV ,
+    some members leave and others join.  To make provenance assertions about an agent in PROV,
     the agent must be declared explicitly both as an agent and as an entity.
    </p>
 
@@ -1234,14 +1234,11 @@
  </section>
 
  <section class="appendix"> 
-  <h2>Changes Since Second Public Working Draft</h2> 
+  <h2>Changes Since Third Public Working Draft</h2> 
   <ul>
-   <li>Added selection between Turtle and PROV-N examples with supporting text.</li>
-   <li>Removed PROV-N appendix.</li>
-   <li>Removed reference to accounts, using bundles instead.</li>
-   <li>Scaled the width of wide figures to aid printing.</li>
-   <li>Used generatedAtTime rather than qualified PROV-O.</li>
-   <li>Many clarifications and improvements throughout the text.</li>
+   <li>Corrected mailing list address for public comments.</li>
+   <li>Fixed the status to clarify this is a note, not a recommendation.</li>
+   <li>Fixed minor typos.</li>
   </ul>
  </section>
 
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/primer/WD-prov-primer-next/Overview.html	Mon Oct 01 19:24:30 2012 +0200
@@ -0,0 +1,1566 @@
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+<head> 
+  <title>PROV Model Primer</title>
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+
+</style><link href="http://www.w3.org/StyleSheets/TR/W3C-WD" rel="stylesheet" type="text/css" charset="utf-8" /></head>
+ <body style="display: inherit; "><div class="head"><p><a href="http://www.w3.org/"><img width="72" height="48" src="http://www.w3.org/Icons/w3c_home" alt="W3C" /></a></p><h1 class="title" id="title">PROV Model Primer</h1><h2 id="w3c-working-draft-30-september-2012"><acronym title="World Wide Web Consortium">W3C</acronym> Working Draft 30 September 2012</h2><dl><dt>This version:</dt><dd><a href="http://www.w3.org/TR/2012/WD-prov-primer-20120930/">http://www.w3.org/TR/2012/WD-prov-primer-20120930/</a></dd><dt>Latest published version:</dt><dd><a href="http://www.w3.org/TR/prov-primer/">http://www.w3.org/TR/prov-primer/</a></dd><dt>Latest editor's draft:</dt><dd><a href="http://dvcs.w3.org/hg/prov/raw-file/default/primer/Primer.html">http://dvcs.w3.org/hg/prov/raw-file/default/primer/Primer.html</a></dd><dt>Previous version:</dt><dd><a href="http://www.w3.org/TR/2012/WD-prov-primer-20120724/">http://www.w3.org/TR/2012/WD-prov-primer-20120724/</a></dd><dt>Editors:</dt><dd><a href="http://www.isi.edu/~gil/">Yolanda Gil</a>, Information Sciences Institute, University of Southern California, US</dd>
+<dd><a href="http://www.inf.kcl.ac.uk/staff/simonm">Simon Miles</a>, King's College London, UK</dd>
+<dt>Authors:</dt><dd><span><a href="http://semanticweb.org/wiki/Khalid_Belhajjame">Khalid Belhajjame</a></span>, University of Manchester</dd>
+<dd><span>Helena Deus</span>, Digital Enterprise Research Institute (DERI), NUI Galway</dd>
+<dd><span><a href="http://www.oeg-upm.net/index.php/en/phdstudents/28-dgarijo">Daniel Garijo</a></span>, Universidad Politécnica de Madrid</dd>
+<dd><span>Graham Klyne</span>, University of Oxford</dd>
+<dd><span><a href="http://www.cs.ncl.ac.uk/people/Paolo.Missier">Paolo Missier</a></span>, Newcastle University</dd>
+<dd><span><a href="http://soiland-reyes.com/stian/">Stian Soiland-Reyes</a></span>, University of Manchester</dd>
+<dd><span><a href="http://tw.rpi.edu/web/person/StephanZednik">Stephan Zednik</a></span>, Rensselaer Polytechnic Institute</dd>
+</dl><p class="copyright"><a href="http://www.w3.org/Consortium/Legal/ipr-notice#Copyright">Copyright</a> © 2012 <a href="http://www.w3.org/"><acronym title="World Wide Web Consortium">W3C</acronym></a><sup>®</sup> (<a href="http://www.csail.mit.edu/"><acronym title="Massachusetts Institute of Technology">MIT</acronym></a>, <a href="http://www.ercim.eu/"><acronym title="European Research Consortium for Informatics and Mathematics">ERCIM</acronym></a>, <a href="http://www.keio.ac.jp/">Keio</a>), All Rights Reserved. <acronym title="World Wide Web Consortium">W3C</acronym> <a href="http://www.w3.org/Consortium/Legal/ipr-notice#Legal_Disclaimer">liability</a>, <a href="http://www.w3.org/Consortium/Legal/ipr-notice#W3C_Trademarks">trademark</a> and <a href="http://www.w3.org/Consortium/Legal/copyright-documents">document use</a> rules apply.</p><hr /></div>
+  <div id="abstract" class="introductory section"><h2>Abstract</h2>
+   <p>
+    This document provides an intuitive introduction and guide to the
+    PROV specification for provenance on the Web. PROV is a core data model for
+    provenance for building representations of the entities, people and
+    processes involved in producing a piece of data or thing in the world.
+    This primer explains the fundamental PROV concepts and provides examples 
+    of its use.  The primer is intended as a starting point for those wishing
+    to create or use PROV data.
+   </p>
+
+   
+<!--  p>
+    This is a document for internal discussion, which will ultimately
+    evolve in the first Public Working Draft of the Primer.</p  -->
+
+  </div><div id="sotd" class="introductory section"><h2>Status of This Document</h2><p><em>This section describes the status of this document at the time of its publication. Other documents may supersede this document. A list of current <acronym title="World Wide Web Consortium">W3C</acronym> publications and the latest revision of this technical report can be found in the <a href="http://www.w3.org/TR/"><acronym title="World Wide Web Consortium">W3C</acronym> technical reports index</a> at http://www.w3.org/TR/.</em></p>
+   This document is part of a set of specifications aiming to define the
+   various aspects that are necessary to achieve the vision of
+   interoperable interchange of provenance information in heterogeneous
+   environments such as the Web. This document is an
+   intuitive introduction and guide with simple illustrative examples
+   of the core aspects of PROV.
+
+   <h4 id="prov-family-of-specifications">PROV Family of Specifications</h4>
+   The PROV family of specifications aims to define the various aspects that are necessary to achieve the vision of inter-operable
+   interchange of provenance information in heterogeneous environments such as the Web.  
+   The specifications are as follows.
+   <ul>
+    <li> PROV-PRIMER, a primer for the PROV data model (this document),</li>
+    <li> PROV-DM, the PROV data model for provenance,</li>
+    <li> PROV-DM-CONSTRAINTS, a set of constraints applying to the PROV data model,</li>
+    <li> PROV-N, a notation for provenance aimed at human consumption,</li>
+    <li> PROV-O, the PROV ontology, an OWL-RL ontology allowing the mapping of PROV to RDF;</li>
+    <li> PROV-AQ, the mechanisms for accessing and querying provenance; </li>
+    <li> PROV-SEM, a formal semantics for the PROV data model.</li>
+    <li> PROV-XML, an XML schema for the PROV data model.</li>
+   </ul>
+   <h4 id="how-to-read-the-prov-family-of-specifications">How to read the PROV Family of Specifications</h4>
+   <ul>
+    <li>The primer is the entry point to PROV offering a pedagogical presentation of the provenance model.</li>
+    <li>The Linked Data and Semantic Web community should focus on PROV-O defining PROV classes and properties specified in an OWL-RL ontology. For further details, PROV-DM and PROV-DM-CONSTRAINTS specify the constraints applicable to the data model, and its interpretation. PROV-SEM provides a mathematical semantics.</li>
+    <li>The XML community should focus on PROV-XML defining an XML schema for PROV-DM. Further details can also be found in PROV-DM, PROV-DM-CONSTRAINTS, and PROV-SEM.</li>
+    <li>Developers seeking to retrieve or publish provenance should focus of PROV-AQ.</li>
+    <li>Readers seeking to implement other PROV serializations
+     should focus on PROV-DM and PROV-DM-CONSTRAINTS.  PROV-O, PROV-N, PROV-XML offer examples of mapping to RDF, text, and XML, respectively.</li>
+   </ul>
+
+
+  <p>This document was published by the <a href="http://www.w3.org/2011/prov/">Provenance Working Group</a> as a Working Draft. If you wish to make comments regarding this document, please send them to <a href="mailto:[email protected]">[email protected]</a> (<a href="mailto:[email protected]?subject=subscribe">subscribe</a>, <a href="http://lists.w3.org/Archives/Public/public-prov-comments/">archives</a>). All feedback is welcome.</p><p>Publication as a Working Draft does not imply endorsement by the <acronym title="World Wide Web Consortium">W3C</acronym> Membership. This is a draft document and may be updated, replaced or obsoleted by other documents at any time. It is inappropriate to cite this document as other than work in progress.</p><p>This document was produced by a group operating under the <a href="http://www.w3.org/Consortium/Patent-Policy-20040205/">5 February 2004 <acronym title="World Wide Web Consortium">W3C</acronym> Patent Policy</a>. The group does not expect this document to become a <acronym title="World Wide Web Consortium">W3C</acronym> Recommendation. <acronym title="World Wide Web Consortium">W3C</acronym> maintains a <a href="http://www.w3.org/2004/01/pp-impl/46974/status" rel="disclosure">public list of any patent disclosures</a> made in connection with the deliverables of the group; that page also includes instructions for disclosing a patent. An individual who has actual knowledge of a patent which the individual believes contains <a href="http://www.w3.org/Consortium/Patent-Policy-20040205/#def-essential">Essential Claim(s)</a> must disclose the information in accordance with <a href="http://www.w3.org/Consortium/Patent-Policy-20040205/#sec-Disclosure">section 6 of the <acronym title="World Wide Web Consortium">W3C</acronym> Patent Policy</a>.</p></div><div id="toc" class="section"><h2 class="introductory">Table of Contents</h2><ul class="toc"><li class="tocline"><a href="#introduction" class="tocxref"><span class="secno">1. </span>Introduction</a></li><li class="tocline"><a href="#intuitive-overview-of-prov" class="tocxref"><span class="secno">2. </span>Intuitive overview of PROV</a><ul class="toc"><li class="tocline"><a href="#entities" class="tocxref"><span class="secno">2.1 </span>Entities</a></li><li class="tocline"><a href="#activities" class="tocxref"><span class="secno">2.2 </span>Activities</a></li><li class="tocline"><a href="#usage-and-generation" class="tocxref"><span class="secno">2.3 </span>Usage and Generation</a></li><li class="tocline"><a href="#agents-and-responsibility" class="tocxref"><span class="secno">2.4 </span>Agents and Responsibility</a></li><li class="tocline"><a href="#roles" class="tocxref"><span class="secno">2.5 </span>Roles</a></li><li class="tocline"><a href="#derivation-and-revision" class="tocxref"><span class="secno">2.6 </span>Derivation and Revision</a></li><li class="tocline"><a href="#plans" class="tocxref"><span class="secno">2.7 </span>Plans</a></li><li class="tocline"><a href="#time" class="tocxref"><span class="secno">2.8 </span>Time</a></li><li class="tocline"><a href="#alternate-entities-and-specialization" class="tocxref"><span class="secno">2.9 </span>Alternate Entities and Specialization</a></li></ul></li><li class="tocline"><a href="#examples-of-key-concepts-in-prov" class="tocxref"><span class="secno">3. </span>Examples of Key Concepts in PROV</a><ul class="toc"><li class="tocline"><a href="#entities-1" class="tocxref"><span class="secno">3.1 </span>Entities</a></li><li class="tocline"><a href="#activities-1" class="tocxref"><span class="secno">3.2 </span>Activities</a></li><li class="tocline"><a href="#usage-and-generation-1" class="tocxref"><span class="secno">3.3 </span>Usage and Generation</a></li><li class="tocline"><a href="#agents-and-responsibility-1" class="tocxref"><span class="secno">3.4 </span>Agents and Responsibility</a></li><li class="tocline"><a href="#roles-1" class="tocxref"><span class="secno">3.5 </span>Roles</a></li><li class="tocline"><a href="#derivation-and-revision-1" class="tocxref"><span class="secno">3.6 </span>Derivation and Revision</a></li><li class="tocline"><a href="#plans-1" class="tocxref"><span class="secno">3.7 </span>Plans</a></li><li class="tocline"><a href="#time-1" class="tocxref"><span class="secno">3.8 </span>Time</a></li><li class="tocline"><a href="#alternate-entities-and-specialization-1" class="tocxref"><span class="secno">3.9 </span>Alternate Entities and Specialization</a></li><li class="tocline"><a href="#complete-prov-data" class="tocxref"><span class="secno">3.10 </span>Complete PROV data</a></li></ul></li><li class="tocline"><a href="#acknowledgements" class="tocxref"><span class="secno">A. </span>Acknowledgements</a></li><li class="tocline"><a href="#changes-since-second-public-working-draft" class="tocxref"><span class="secno">B. </span>Changes Since Second Public Working Draft</a></li><li class="tocline"><a href="#references" class="tocxref"><span class="secno">C. </span>References</a><ul class="toc"><li class="tocline"><a href="#normative-references" class="tocxref"><span class="secno">C.1 </span>Normative references</a></li><li class="tocline"><a href="#informative-references" class="tocxref"><span class="secno">C.2 </span>Informative references</a></li></ul></li></ul></div> 
+
+  
+
+  <div id="introduction" class="section"> 
+   
+<!-- OddPage -->
+<h2><span class="secno">1. </span>Introduction</h2>
+   <p>
+    This primer document provides an accessible introduction to the PROV 
+    specification for provenance on the Web.  
+    The <i>provenance</i> of digital objects represents their origins.  PROV is a 
+    proposed specification to express provenance records, 
+    which contain <i>descriptions</i> of the entities 
+    and activities involved in producing and delivering or otherwise influencing a 
+    given object.
+    For the remainder of this document, we use the term 'provenance' to refer also
+    to records of provenance, except where the distinction is important for clarity.
+    By knowing the provenance of an object, we can perceive how to
+    use it.  Provenance can be used for many purposes, such as 
+    understanding how data was collected so it can be meaningfully used, determining 
+    ownership and rights over an object, making judgments about information to 
+    determine whether to trust it, verifying that the process and steps used to obtain a 
+    result complies with given requirements, and reproducing how something was generated.
+   </p>
+
+   <p>
+    As a specification for provenance, PROV accommodates all those different uses 
+    of provenance.  Different people may have different perspectives on provenance, 
+    and as a result different types of information might be captured in provenance records.
+   </p><ul>
+    <li>
+     One perspective might focus on <i>agent-centered provenance</i>, that is, what entities 
+     were involved in generating or manipulating the information in question.  For example, 
+     in the provenance of a picture in a news article we might capture the photographer who 
+     took it, the person that edited it, and the newspaper that published it.
+    </li>
+    <li>
+     A second perspective 
+     might focus on <i>object-centered provenance</i>, by tracing the origins of portions of a 
+     document to other documents. An example is having a web page that was assembled from content
+     from a news article, quotes of interviews with experts, and a chart that plots data from a 
+     government agency.
+    </li>
+    <li>A third perspective one might take is on <i>process-centered provenance</i>, 
+     capturing the actions and steps taken to generate the information in question.  For example, a 
+     chart may have been generated by invoking a service to retrieve data from a database, then 
+     extracting certain statistics from the data using some statistics package, and finally 
+     processing these results with a graphing tool.
+    </li>
+   </ul>
+  <p></p>
+
+  <p>
+   Provenance records are metadata.  There are other kinds of metadata that is 
+   not provenance.  For example, the size of an image is metadata of 
+   that image but it is not provenance.
+   For general background on provenance, a 
+   comprehensive overview of requirements, use cases, prior research, and proposed 
+   vocabularies for provenance are available from the 
+   Final Report of the <acronym title="World Wide Web Consortium">W3C</acronym> Provenance Incubator Group [<cite><a class="bibref" rel="biblioentry" href="#bib-PROVENANCE-XG">PROVENANCE-XG</a></cite>].
+   That document contains three general scenarios 
+   that may help identify the provenance aspects of planned applications and 
+   help plan the design of a provenance system.
+  </p>
+
+  <p>
+   This primer document aims to ease the adoption of the PROV specifications by providing:
+  </p>
+  <ul>
+   <li>An intuitive explanation of how PROV models provenance. A detailed description of
+    all the concepts and relations in the PROV Data Model is provided in [<cite><a class="bibref" rel="biblioentry" href="#bib-PROV-DM">PROV-DM</a></cite>].</li>
+   <li>A simple self-contained example that illustrates how to produce and use PROV assertions, highlighting how 
+    to combine PROV with other popular vocabularies such as FOAF and Dublin Core.  A description
+    of the formal PROV ontology (PROV-O) can be found in [<cite><a class="bibref" rel="biblioentry" href="#bib-PROV-O">PROV-O</a></cite>].</li>
+   <li>Example snippets using a notation of PROV designed for human
+    consumption (PROV-N).  Details of this notation can be found at [<cite><a class="bibref" rel="biblioentry" href="#bib-PROV-N">PROV-N</a></cite>].</li>
+  </ul>
+
+  <p>There are additional reference documents for PROV that are not covered in this 
+   primer, including the PROV Access and Query aspects of the specification [<cite><a class="bibref" rel="biblioentry" href="#bib-PROV-AQ">PROV-AQ</a></cite>], 
+   the constraints on the PROV data model [<cite><a class="bibref" rel="biblioentry" href="#bib-PROV-CONSTRAINTS">PROV-CONSTRAINTS</a></cite>], 
+   a formal semantics of the PROV data model (PROV-SEM), and the PROV XML notation 
+   (PROV-XML). </p>
+
+ </div>
+
+ <div id="intuitive-overview-of-prov" class="section">
+  
+<!-- OddPage -->
+<h2><span class="secno">2. </span>Intuitive overview of PROV</h2>
+
+  <p>
+   This section provides an intuitive explanation of the main concepts in PROV. 
+   As with the rest of this document, it should be treated as a starting point for
+   understanding the model. The PROV data model document [<cite><a class="bibref" rel="biblioentry" href="#bib-PROV-DM">PROV-DM</a></cite>]
+   provides precise definitions and constraints [<cite><a class="bibref" rel="biblioentry" href="#bib-PROV-CONSTRAINTS">PROV-CONSTRAINTS</a></cite>] to be used.
+  </p>
+  <p>
+   The following diagram provides a high level overview of the structure of PROV records,
+   limited to some key PROV concepts discussed in this document.
+   The diagram is the same that appears in the [<cite><a class="bibref" rel="biblioentry" href="#bib-PROV-DM">PROV-DM</a></cite>] document.
+   Note that because PROV is meant to describe how things were created or delivered, 
+   PROV relations are named so they can be used in assertions about the past.  
+  </p>
+
+  <div style="text-align: center;">
+   <img src="OverviewDiagram.png" alt="PROV-DM overview" />
+  </div>
+
+  <div id="entities" class="section">
+   <h3><span class="secno">2.1 </span>Entities</h3>
+
+   <p>
+    In PROV, physical, digital, conceptual, or other kinds of thing are called
+    <i>entities</i>.
+    Examples of such entities are a web page, a chart, and a spellchecker.
+    Provenance records can describe the provenance of entities, and
+    an entity’s provenance may refer to many other entities.  For example, a document D is
+    an entity whose provenance refers to other entities such as a chart inserted into D,
+    and the dataset that was used to create that chart.
+    Entities may be described as having different attributes and
+    be described from different perspectives.  For example,
+    document D as stored in my file system, the second version of document D, 
+    and D as an evolving document,
+    are three distinct entities for which we may describe provenance.
+   </p>
+  </div>
+
+  <div id="activities" class="section">
+   <h3><span class="secno">2.2 </span>Activities</h3>
+
+   <p>
+    <i>Activities</i> are how entities come into 
+    existence and how their attributes change to become new entities, 
+    often making use of previously existing entities to achieve this. 
+    They are
+    dynamic aspects of the world, such as actions, processes, etc.
+    For example, if the second version of document D was generated 
+    by a translation from the first version of the document in another language,
+    then this translation is an activity.
+   </p>
+  </div>
+
+  <div id="usage-and-generation" class="section">
+   <h3><span class="secno">2.3 </span>Usage and Generation</h3>
+   <p>
+    Activities <i>generate</i> new entities.
+    For example, writing a document brings the document into existence, while
+    revising the document brings a new version into existence.
+    Activities also make <i>use</i> of entities. For example, revising a document
+    to fix spelling mistakes uses the original version of the document as well
+    as a list of corrections.
+    Generation does not always occur at the end of an activity, and an activity may generate entities
+    part-way through.
+    Likewise, usage does not always occur at the beginning of an activity.
+   </p>
+  </div>
+
+  <div id="agents-and-responsibility" class="section">
+   <h3><span class="secno">2.4 </span>Agents and Responsibility</h3>
+   <p>
+    An <i>agent</i> takes a role in an activity such 
+    that the agent can be assigned some degree of <i>responsibility</i> for the activity taking 
+    place.
+    An agent can be a person, a piece of software, an inanimate object, an organization, or
+    other entities that may be ascribed responsibility.
+    When an agent has some responsibility for an activity, PROV says the agent was
+    <i>associated</i> with the activity, where several agents may be associated with
+    an activity and vice-versa.
+    Consider a chart displaying some statistics 
+    regarding crime rates over time in a linear regression.  To represent the 
+    provenance of that chart, we could state that the person who created the 
+    chart was an agent involved in its creation, and that the software used to 
+    create the chart was also an agent involved in that activity.
+    An agent may be <i>acting on behalf</i> of others, e.g. an employee on behalf of their
+    organization, and we can express such chains of responsibility in the provenance.
+   </p>
+   <p>
+    We can also describe that an entity is <i>attributed</i> to an agent to express
+    the agent's responsibility for that entity, possibly along with other agents.
+    This description can be understood as a shorthand
+    for saying that the agent was responsible for the activity which generated
+    the entity.
+   </p>
+   <p>
+    One may want to describe the provenance of an agent.  For example, an organization 
+    responsible for the creation of a report may evolve over time as the report is written as
+    some members leave and others join.  To make provenance assertions about an agent in PROV,
+    the agent must be declared explicitly both as an agent and as an entity.
+   </p>
+
+  </div>
+
+  <div id="roles" class="section">
+   <h3><span class="secno">2.5 </span>Roles</h3>
+   <p>
+    A <i>role</i> is a description of the function or the part that an entity 
+    played in an activity.  Roles specify
+    the relationship between an entity and an activity, i.e. how
+    the activity used or generated the entity.  Roles also specify how agents are
+    involved in an activity, qualifying their participation in the activity or
+    specifying for what aspect of it each agent was responsible.
+    For example, an agent may play the role of &quot;editor&quot; in an activity that uses
+    one entity in the role of &quot;document to be edited&quot; and another in the role of
+    &quot;addition to be made to the document&quot;, to generate a further entity in the role of &quot;edited document&quot;.
+    Roles are application specific, so PROV does not define any particular roles.
+   </p>
+   
+<!-- p>Roles are intended as an extension point in the model; it is expected users will define and use custom role taxonomies.  Role interpretation is application specific.</p  -->
+
+  </div>
+
+  <div id="derivation-and-revision" class="section">
+   <h3><span class="secno">2.6 </span>Derivation and Revision</h3>
+   <p>
+    When one entity's existence, content, characteristics and so on are
+    at least partly due to another entity, then we say that the former was
+    <i>derived</i> from the latter. For example, one document may contain
+    material copied from another, 
+    and a chart was derived from the data that it illustrates.
+   </p>
+   <p>
+    PROV allows some common, specialized kinds of derivation to be described.
+    For example, a given entity, such as a document, may go through multiple <i>revisions</i> 
+    over time. Between revisions,
+    one or more attributes of the entity may change. 
+    In PROV, the result of each revision is a new entity.
+    PROV allows one to relate those entities by making a description that 
+    one was a revision of another.
+    Another specialized kind of derivation is to say that one entity, commonly
+    a document, <i>quotes</i> from another.
+   </p>
+  </div>
+
+  <div id="plans" class="section">
+   <h3><span class="secno">2.7 </span>Plans</h3>
+   <p>
+    Activities may follow pre-defined procedures, such as recipes, tutorials, instructions, or workflows.
+    PROV refers to these, in general, as <i>plans</i>, and allows the description that a plan was followed, by agents,
+    in executing an activity.
+   </p>
+  </div>
+
+  <div id="time" class="section">
+   <h3><span class="secno">2.8 </span>Time</h3>
+   <p>
+    Time is often a critical aspect of provenance.
+    PROV allows the timing of significant events to be described, including
+    when an entity was generated or used, or when an activity started
+    and finished. For example, the model can be used to describe facts such as when a new
+    version of a document was created (generation time), or when a document was
+    edited (start and end of the editing activity).
+   </p>
+  </div>
+
+  <div id="alternate-entities-and-specialization" class="section">
+   <h3><span class="secno">2.9 </span>Alternate Entities and Specialization</h3>
+   <p>
+    Entities are defined in a flexible way in PROV, allowing for different
+    perspectives to be taken as appropriate for the application. The following
+    are examples illustrating this idea.
+   </p>
+   <ul>
+    <li>The same entity can appear with different descriptions in a provenance record
+     because each appearance emphasizes different aspects of the entity, e.g.
+     a book may be described by its title in one place and by its author and publication date
+     in another.</li>
+    <li>The same entity can evolve over time into different 
+     versions, e.g. a document that is repeatedly updated and has 
+     subsequent releases over time.</li>
+    <li>The same entity can be copied 
+     or replicated, e.g. a document may be copied to several directories.</li>
+    <li>An entity can go through different incarnations, e.g.
+     a committee producing a report may have a set of members when the report 
+     is first released and have a different set of members when an update of
+     the report is released.</li>
+   </ul>
+   <p>
+    In all these situations, 
+    the more specific entities (the versions, copies, incarnations) can be said in PROV to be <i>specializations</i>
+    of the more general entity (the book, the document or the committee as a general entity).
+    The specific entities in each example are also <i>alternates</i> of each other, as they are specializations
+    of the same general entity.
+    Being aware that two entities are alternates allows those
+    consuming the PROV data to know that understanding the provenance of one entity is salient
+    to understanding the provenance of the other.  Knowing that alternate entities are 
+    specializations of another allows a consumer of PROV to refer to the general entity
+    with a unique identifier even though it is specified as different alternates 
+    throughout the provenance records.
+   </p>
+  </div>   
+
+ </div>
+
+ <div id="examples-of-key-concepts-in-prov" class="section">
+  
+<!-- OddPage -->
+<h2><span class="secno">3. </span>Examples of Key Concepts in PROV</h2>
+
+  <p>
+   In the following sections, we show how PROV can be used to model 
+   provenance in a specific example scenario. Samples of PROV data are given.
+   These samples use the namespace prefixes <b>prov</b>, denoting 
+   terms from the PROV ontology, and <b>ex</b>, denoting terms specific to the example.
+   We illustrate in these examples how PROV can be used in combination with other
+   languages, such as FOAF and Dublin Core (with namespace prefix <b>foaf</b> and 
+   <b>dcterms</b> respectively).
+  </p>
+  <p>
+   The samples can be displayed in one or more of the following formats.
+  </p>
+  <ul>
+   <li>[<cite><a class="bibref" rel="biblioentry" href="#bib-PROV-O">PROV-O</a></cite>] RDF triples, expressed using the [<cite><a class="bibref" rel="biblioentry" href="#bib-TURTLE">TURTLE</a></cite>] notation.</li>
+   <li>[<cite><a class="bibref" rel="biblioentry" href="#bib-PROV-N">PROV-N</a></cite>] expressions.</li>
+  </ul>
+  <p>
+   Select the formats to display using the buttons below. Note that if all formats
+   are hidden, the worked examples may not make sense!
+  </p>
+  <form action="#"><p> 
+    <input id="hide-turtle-examples" type="button" value="Hide Turtle Examples" onclick="
+            set_display_by_class('pre','turtle example','none');
+            set_display_by_class('div','turtle example','none');
+            set_display_by_id('hide-turtle-examples','none');
+            set_display_by_id('show-turtle-examples','');" />
+    <input id="show-turtle-examples" type="button" value="Show Turtle Examples" style="display:none" onclick="
+            set_display_by_class('pre','turtle example','');
+            set_display_by_class('div','turtle example','');
+            set_display_by_id('hide-turtle-examples','');
+            set_display_by_id('show-turtle-examples','none');" />
+    <input id="hide-provn-examples" type="button" value="Hide PROV-N Examples" onclick="
+            set_display_by_class('pre','provn example','none');
+            set_display_by_class('div','provn example','none');
+            set_display_by_id('hide-provn-examples','none');
+            set_display_by_id('show-provn-examples','');" />
+    <input id="show-provn-examples" type="button" value="Show PROV-N Examples" style="display:none" onclick="
+            set_display_by_class('pre','provn example','');
+            set_display_by_class('div','provn example','');
+            set_display_by_id('hide-provn-examples','');
+            set_display_by_id('show-provn-examples','none');" />
+   </p> 
+  </form>
+
+
+  <div id="entities-1" class="section">
+   <h3><span class="secno">3.1 </span>Entities</h3>
+
+   <p>
+    An online newspaper publishes an article with a chart about crime statistics making using of data (GovData) provided through a government portal. 
+    The article includes a chart based on the data, with data values composed (aggregated) by
+    geographical regions.
+   </p>
+   <p>
+    A blogger, Betty, looking at the article, spots what she thinks to be an error in the chart.
+    Betty retrieves a record of the provenance of the article, describing how it was created.
+   </p>
+   <p>Betty finds the following descriptions of entities in the provenance.</p>
+   <div class="turtle example">
+    <div class="exampleheader">
+     <span class="exampleheader"><b>Turtle Example</b></span></div>
+    <pre>  ex:article     a prov:Entity ;
+                 dcterms:title &quot;Crime rises in cities&quot; .
+  ex:dataset1    a prov:Entity .
+  ex:regionList  a prov:Entity .
+  ex:composition a prov:Entity .
+  ex:chart1      a prov:Entity .
+    </pre>
+   </div>
+   <div class="provn example">
+    <div class="exampleheader">
+     <span class="exampleheader"><b>PROV-N Example</b></span></div>
+    <pre>  entity(ex:article, [dcterms:title='Crime rises in cities'])
+  entity(ex:dataSet1)
+  entity(ex:regionList)
+  entity(ex:composition)
+  entity(ex:chart1)
+    </pre>
+   </div>
+   <p>
+    These statements, in order, refer to the article (<code>ex:article</code>),
+    an original data set (<code>ex:dataSet1</code>),
+    a list of regions (<code>ex:regionList</code>), 
+    data aggregated by region (<code>ex:composition</code>), 
+    and a chart (<code>ex:chart1</code>), and state that each is an entity.
+    Any entity may have attributes, such as the title
+    of the article, expressed using <code>dcterms:title</code> above.
+   </p>
+   <p>
+    PROV data is commonly visualized for human consumption using particular conventions,
+    which we will introduce over the following sections. To start with, entities
+    are denoted using ovals, as shown below.
+   </p>
+   <img src="images/entities.png" alt="Visualization of the example entities" />
+  </div>
+
+  <div id="activities-1" class="section">
+   <h3><span class="secno">3.2 </span>Activities</h3>
+
+   <p>
+    Further, the provenance describes that there was
+    an activity (<code>ex:compile</code>) denoting the compilation of the
+    chart from the data set.
+   </p>
+   <div class="turtle example">
+    <div class="exampleheader">
+     <span class="exampleheader"><b>Turtle Example</b></span></div>
+    <pre>  ex:compile a prov:Activity .
+    </pre>
+   </div>
+   <div class="provn example">
+    <div class="exampleheader">
+     <span class="exampleheader"><b>PROV-N Example</b></span></div>
+    <pre>  activity(ex:compile)
+    </pre>
+   </div>
+   <p>
+    The provenance also includes reference to the more specific steps involved in this compilation,
+    which are first composing the data by region (<code>ex:compose</code>) and then generating the
+    chart graphic (<code>ex:illustrate</code>).
+   </p>
+   
+<!-- p>
+    Further, the provenance describes the activities involved in generating chart from the data,
+    first composing the data by region (<code>ex:compose</code>) and then generating the
+    chart graphic (<code>ex:illustrate</code>).
+   </p  -->
+
+   <div class="turtle example">
+    <div class="exampleheader">
+     <span class="exampleheader"><b>Turtle Example</b></span></div>
+    <pre>  ex:compose    a prov:Activity .
+  ex:illustrate a prov:Activity .
+    </pre>
+   </div>
+   <div class="provn example">
+    <div class="exampleheader">
+     <span class="exampleheader"><b>PROV-N Example</b></span></div>
+    <pre>  activity(ex:compose)
+  activity(ex:illustrate)
+    </pre>
+   </div>
+   <p>
+    In visualizations of the PROV data, activities are depicted as rectangles, as below.
+   </p>
+   <img src="images/activities.png" alt="Visualization of the example activities" />
+  </div>
+
+  <div id="usage-and-generation-1" class="section">
+   <h3><span class="secno">3.3 </span>Usage and Generation</h3>
+
+   <p>
+    Concluding the basic description of what occurred, the provenance 
+    describes the key relations among the above
+    entities and activities, i.e. the usage of an entity by an activity,
+    or the generation of an entity by an activity.
+   </p>
+   <p>
+    For example, the descriptions below state that the composition activity
+    (<code>ex:compose</code>) used the original data set, that it used the list of
+    regions, and that the composed data was generated by this activity.
+   </p>
+   <div class="turtle example">
+    <div class="exampleheader">
+     <span class="exampleheader"><b>Turtle Example</b></span></div>
+    <pre>  ex:compose      prov:used           ex:dataSet1 ;
+                  prov:used           ex:regionList .
+  ex:composition  prov:wasGeneratedBy ex:compose .
+    </pre>
+   </div>
+   <div class="provn example">
+    <div class="exampleheader">
+     <span class="exampleheader"><b>PROV-N Example</b></span></div>
+    <pre>  used(ex:compose, ex:dataSet1, -)
+  used(ex:compose, ex:regionList, -)
+  wasGeneratedBy(ex:composition, ex:compose, -)
+    </pre>
+   </div>
+   <p>
+    Similarly, the chart graphic creation activity (<code>ex:illustrate</code>)
+    used the composed data, and the chart was generated by this activity.
+   </p>
+   <div class="turtle example">
+    <div class="exampleheader">
+     <span class="exampleheader"><b>Turtle Example</b></span></div>
+    <pre>  ex:illustrate prov:used           ex:composition .
+  ex:chart1     prov:wasGeneratedBy ex:illustrate .
+    </pre>
+   </div>
+   <div class="provn example">
+    <div class="exampleheader">
+     <span class="exampleheader"><b>PROV-N Example</b></span></div>
+    <pre>  used(ex:illustrate, ex:composition, -)
+  wasGeneratedBy(ex:chart1, ex:illustrate, -)
+    </pre>
+   </div>
+   <p>
+    In visualizing the PROV data, usage and generation are connections between
+    entities and activities. The arrows point from the future to the past.
+   </p>
+   <img src="images/use-generate.png" alt="Connection of the entities and activities by use and generation links" />
+  </div>
+
+  <div id="agents-and-responsibility-1" class="section">
+   <h3><span class="secno">3.4 </span>Agents and Responsibility</h3>
+
+   <p>
+    Digging deeper, Betty wants to know who compiled the chart.
+    Betty sees that Derek was involved in both the composition and
+    chart creation activities:
+   </p>
+   <div class="turtle example">
+    <div class="exampleheader">
+     <span class="exampleheader"><b>Turtle Example</b></span></div>
+    <pre>  ex:compose    prov:wasAssociatedWith ex:derek .
+  ex:illustrate prov:wasAssociatedWith ex:derek .
+    </pre>
+   </div>
+   <div class="provn example">
+    <div class="exampleheader">
+     <span class="exampleheader"><b>PROV-N Example</b></span></div>
+    <pre>  wasAssociatedWith(ex:compose, ex:derek, -)
+  wasAssociatedWith(ex:illustrate, ex:derek, -)
+    </pre>
+   </div>
+   <p>
+    The record for Derek provides the
+    following description that
+    Derek is an agent, specifically a person, followed by non-PROV information
+    giving attributes of Derek.
+   </p>
+   <div class="turtle example">
+    <div class="exampleheader">
+     <span class="exampleheader"><b>Turtle Example</b></span></div>
+    <pre>  ex:derek a prov:Agent ;
+           a prov:Person ;
+           foaf:givenName &quot;Derek&quot;^^xsd:string ;
+           foaf:mbox      &lt;mailto:[email protected]&gt; .
+    </pre>
+   </div>
+   <div class="provn example">
+    <div class="exampleheader">
+     <span class="exampleheader"><b>PROV-N Example</b></span></div>
+    <pre>  agent(ex:derek,
+        [prov:type='prov:Person', foaf:givenName='Derek', 
+         foaf:mbox='&lt;mailto:[email protected]&gt;'])
+    </pre>
+   </div>
+   <p>
+    Derek works as part of an organization, Chart Generators Inc, and so the provenance
+    declares that he acts on their behalf. Note that the organization is itself
+    an agent.
+   </p>
+   <div class="turtle example">
+    <div class="exampleheader">
+     <span class="exampleheader"><b>Turtle Example</b></span></div>
+    <pre>  ex:derek prov:actedOnBehalfOf ex:chartgen .
+  ex:chartgen a prov:Agent ;
+              a prov:Organization ;
+              foaf:name &quot;Chart Generators Inc&quot; .
+    </pre>
+   </div>
+   <div class="provn example">
+    <div class="exampleheader">
+     <span class="exampleheader"><b>PROV-N Example</b></span></div>
+    <pre>  agent(ex:chartgen,
+        [prov:type='prov:Organization',
+         foaf:name = 'Chart Generators Inc'])
+  actedOnBehalfOf(ex:derek, ex:chartgen, ex:compose)
+    </pre>
+   </div>
+   <p>
+    Finally, there is an explicit statement in the provenance that the chart was
+    attributed to Derek.
+   </p>
+   <div class="turtle example">
+    <div class="exampleheader">
+     <span class="exampleheader"><b>Turtle Example</b></span></div>
+    <pre>  ex:chart1 prov:wasAttributedTo ex:derek .
+    </pre>
+   </div>
+   <div class="provn example">
+    <div class="exampleheader">
+     <span class="exampleheader"><b>PROV-N Example</b></span></div>
+    <pre>  wasAttributedTo(ex:chart1, ex:derek)
+    </pre>
+   </div>
+
+   <p>
+    We can extend our graphical depiction to show the agents, association and attribution links.
+   </p>
+   <img src="images/agents.png" alt="Agents added to provenance graph and linked to entities and activities" width="95%" />
+  </div>
+
+  <div id="roles-1" class="section">
+   <h3><span class="secno">3.5 </span>Roles</h3>
+
+   <p>
+    For Betty to understand where the error lies, she needs to have more detailed 
+    information on how entities have been used in and generated 
+    by activities.  Betty has determined that <code>ex:compose</code> used 
+    entities <code>ex:regionList</code> and <code>ex:dataSet1</code>, but she does not 
+    know what function these entities played in the processing.  Betty 
+    also knows that <code>ex:derek</code> was associated with the activities, but she does 
+    not know if Derek was the analyst responsible for determining how the data 
+    should be composed.
+   </p>
+   <p>
+    The above information is described as roles in the provenance. The composition
+    activity involved entities in four roles: the data to be composed (<code>ex:dataToCompose</code>),
+    the regions to aggregate by (<code>ex:regionsToAggregateBy</code>), the
+    resulting composed data (<code>ex:composedData</code>), and the
+    analyst doing the composition (<code>ex:analyst</code>).
+   </p>
+   <div class="turtle example">
+    <div class="exampleheader">
+     <span class="exampleheader"><b>Turtle Example</b></span></div>
+    <pre>  ex:dataToCompose        a prov:Role .
+  ex:regionsToAggregateBy a prov:Role .
+  ex:composedData         a prov:Role .
+  ex:analyst              a prov:Role .
+    </pre>
+    <p>
+     Examples in the sections above show descriptions of the simple facts that the
+     composition activity used, generated and was enacted by entities/agents.
+     For example, the usage of the data set by the compose activity is expressed
+     as follows.
+    </p>
+    <div class="exampleheader">
+     <span class="exampleheader"><b>Turtle Example</b></span></div>
+    <pre>  ex:compose prov:used ex:dataSet1 .
+    </pre>
+    <p>     
+     The
+     provenance can contain more details of exactly how these entities and agents
+     were involved in the activity. 
+     To express this, PROV-O refers to <i>qualified usage</i>, <i>qualified generation</i>, etc.,
+     which are descriptions consisting of several statements about how usage, generation, etc. took place.
+     For example, we may describe the plan followed by an agent in performing an activity, or
+     the time at which an activity generated an entity, both illustrated later.
+     Another example of qualified involvement is the role an entity played in an activity.
+     The descriptions below state
+     that the composition activity (<code>ex:compose</code>) included the usage
+     of the government data set (<code>ex:dataSet1</code>) in the role of the data
+     to be composed (<code>ex:dataToCompose</code>).
+    </p>
+    <div class="exampleheader">
+     <span class="exampleheader"><b>Turtle Example</b></span></div>
+    <pre>  ex:compose prov:qualifiedUsage [
+                a prov:Usage ;
+                prov:entity  ex:dataSet1 ;
+                prov:hadRole ex:dataToCompose 
+     ] .
+    </pre>
+   </div>
+   <div class="provn example">
+    <p>
+     In PROV-N, the role is expressed as one of the list of attributes in the used
+     expression, with the attribute name <code>prov:role</code>.
+    </p>
+    <div class="exampleheader">
+     <span class="exampleheader"><b>PROV-N Example</b></span></div>
+    <pre>  used(ex:compose, ex:dataSet1, -, [prov:role='ex:dataToCompose'])
+    </pre>
+   </div>
+   <p>
+    This can then be distinguished from the same activity's usage of the list of
+    regions because the roles played are different.
+   </p>
+   <div class="turtle example">
+    <div class="exampleheader">
+     <span class="exampleheader"><b>Turtle Example</b></span></div>
+    <pre>  ex:compose prov:qualifiedUsage [
+                a prov:Usage ;
+                prov:entity  ex:regionList ;
+                prov:hadRole ex:regionsToAggregateBy
+     ] .
+    </pre>
+   </div>
+   <div class="provn example">
+    <div class="exampleheader">
+     <span class="exampleheader"><b>PROV-N Example</b></span></div>
+    <pre>  used(ex:compose, ex:regionList, -, [prov:role='ex:regionsToAggregateBy'])
+    </pre>
+   </div>
+   <p>
+    Similarly, the provenance includes descriptions that the same activity was
+    enacted in a particular way by Derek, so it indicates that he had the role of 
+    <code>ex:analyst</code>, and that the entity <code>ex:composition</code> took the role of the composed
+    data in what the activity generated:
+   </p>
+   <div class="turtle example">
+    <div class="exampleheader">
+     <span class="exampleheader"><b>Turtle Example</b></span></div>
+    <pre>  ex:compose prov:qualifiedAssociation [
+                a  prov:Association ;
+                prov:agent    ex:derek ;
+                prov:hadRole  ex:analyst
+  ] .
+  ex:composition prov:qualifiedGeneration [
+                     a prov:Generation ;
+                     prov:activity  ex:compose ;
+                     prov:hadRole   ex:composedData
+  ] .
+    </pre>
+   </div>
+   <div class="provn example">
+    <div class="exampleheader">
+     <span class="exampleheader"><b>PROV-N Example</b></span></div>
+    <pre>  wasAssociatedWith(ex:compose, ex:derek, -, [prov:role='ex:analyst'])
+  wasGeneratedBy(ex:composition, ex:compose, -, [prov:role='ex:composedData'])
+    </pre>
+   </div>
+   <p>
+    Depicting the above visually, we have the following.
+   </p>
+   <img src="images/roles.png" alt="Provenance graph annotated with roles played by entities and agents" />
+  </div>
+
+  <div id="derivation-and-revision-1" class="section">
+   <h3><span class="secno">3.6 </span>Derivation and Revision</h3>
+
+   <p>
+    After looking at the detail of the compilation activity, there appears
+    to be nothing wrong, so Betty concludes the error is in the government dataset. 
+    She looks at the dataset <code>ex:dataSet1</code>, 
+    and sees that it is missing data from one of the zipcodes in the area.  She contacts
+    the government agency, and a new version of GovData is created, declared to be the
+    next revision of the data. The provenance of this new dataset,
+    <code>ex:dataSet2</code>, states that it is a revision of the
+    old data set, <code>ex:dataSet1</code>.
+   </p>
+   <div class="turtle example">
+    <div class="exampleheader">
+     <span class="exampleheader"><b>Turtle Example</b></span></div>
+    <pre>  ex:dataSet2 a prov:Entity ;
+              prov:wasRevisionOf ex:dataSet1 .
+    </pre>
+   </div>
+   <div class="provn example">
+    <div class="exampleheader">
+     <span class="exampleheader"><b>PROV-N Example</b></span></div>
+    <pre>  entity(ex:dataSet2)
+  wasDerivedFrom(ex:dataSet2, ex:dataSet1, [prov:type='prov:Revision'])
+    </pre>
+   </div>
+   <p>
+    Derek notices that there is a new dataset available and creates a new chart based on the revised data, 
+    using another compilation activity. Betty checks the article again at a
+    later point, and wants to know if it is based on the old or new GovData.
+    She sees a new description stating that the new chart is derived from the new dataset.
+   </p>
+   <div class="turtle example">
+    <div class="exampleheader">
+     <span class="exampleheader"><b>Turtle Example</b></span></div>
+    <pre>  ex:chart2 a prov:Entity ;
+            prov:wasDerivedFrom ex:dataSet2 .
+    </pre>
+   </div>
+   <div class="provn example">
+    <div class="exampleheader">
+     <span class="exampleheader"><b>PROV-N Example</b></span></div>
+    <pre>  wasDerivedFrom(ex:chart2, ex:dataSet2)
+    </pre>
+   </div>
+   <p>and that the new chart is a revision of the original one:
+   </p>
+   <div class="turtle example">
+    <div class="exampleheader">
+     <span class="exampleheader"><b>Turtle Example</b></span></div>
+    <pre>  ex:chart2 a prov:Entity ;
+            prov:wasRevisionOf ex:chart1 .
+    </pre>
+   </div>
+   <div class="provn example">
+    <div class="exampleheader">
+     <span class="exampleheader"><b>PROV-N Example</b></span></div>
+    <pre>  entity(ex:chart2)
+  wasDerivedFrom(ex:chart2, ex:chart1, [prov:type='prov:Revision'])
+    </pre>
+   </div>
+   <p>
+    Derivation and revision are connections between entities, and so depicted
+    with arrows in our visualization.
+   </p>
+   <img src="images/derivation.png" alt="Derivation and revision links between entities" />
+  </div>
+
+  <div id="plans-1" class="section">
+   <h3><span class="secno">3.7 </span>Plans</h3>
+
+   <p>
+    Betty then wishes to know whether the new data set correctly addresses
+    the error that existed before. The provenance of the new dataset,
+    <code>ex:dataSet2</code>, describes not only who performed the corrections,
+    Edith, but also what instructions she followed in doing so (in PROV terms, the plan).
+    First, the correction activity (<code>ex:correct</code>), the person who corrected
+    it, Edith (<code>ex:edith</code>), and the correction instructions (<code>ex:instructions</code>)
+    are described.
+   </p><div class="turtle example">
+    <div class="exampleheader">
+     <span class="exampleheader"><b>Turtle Example</b></span></div>
+    <pre>  ex:correct      a prov:Activity .
+  ex:edith        a prov:Agent, prov:Person .
+  ex:instructions a prov:Plan .
+    </pre>
+   </div>
+   <div class="provn example">
+    <div class="exampleheader">
+     <span class="exampleheader"><b>PROV-N Example</b></span></div>
+    <pre>  activity(ex:correct)
+  agent(ex:edith, [prov:type='prov:Person'])
+  entity(ex:instructions)
+    </pre>
+   </div>
+   <div class="turtle example">
+    <p>
+     The connection between them is expressed in PROV-O using a qualified association giving details of
+     how Edith was associated with the correction activity,
+     including that she followed the above correction instructions.
+    </p>
+    <div class="exampleheader">
+     <span class="exampleheader"><b>Turtle Example</b></span></div>
+    <pre>  ex:correct prov:qualifiedAssociation [
+                 a Association ;
+                 prov:agent   ex:edith ;
+                 prov:hadPlan ex:instructions
+  ] .
+  ex:dataSet2 prov:wasGeneratedBy ex:correct .
+    </pre>
+   </div>
+   <div class="provn example">
+    <p>
+     In PROV-N, the plan is an optional parameter to wasAssociatedWith descriptions.
+    </p>
+    <div class="exampleheader">
+     <span class="exampleheader"><b>PROV-N Example</b></span></div>
+    <pre>  wasAssociatedWith(ex:correct, ex:edith, ex:instructions)
+  wasGeneratedBy(ex:dataSet2, ex:correct, -)
+    </pre>
+   </div>
+   <p>
+    Plans are additional information about the connection from an activity to
+    an agent, and so, in our visualization, connect to the link between them.
+   </p>
+   <img src="images/plans.png" alt="Annotaion of example provenance graph with plan followed" />
+  </div>
+
+  <div id="time-1" class="section">
+   <h3><span class="secno">3.8 </span>Time</h3>
+
+   <p>
+    The government agency that produced GovData is concerned to know how long
+    the incorrect chart was in circulation before the corrected chart was created.
+    That is, they wish to compare the times at which the original and the corrected
+    charts were generated. The snippet below shows that the second chart
+    was generated roughly a month after the first.
+   </p>
+   <div class="turtle example">
+    <div class="exampleheader">
+     <span class="exampleheader"><b>Turtle Example</b></span></div>
+    <pre>  ex:chart1 prov:generatedAtTime &quot;2012-03-02T10:30:00&quot;^^xsd:dateTime .
+  ex:chart2 prov:generatedAtTime &quot;2012-04-01T15:21:00&quot;^^xsd:dateTime .
+    </pre>
+   </div>
+   <div class="provn example">
+    <div class="exampleheader">
+     <span class="exampleheader"><b>PROV-N Example</b></span></div>
+    <pre>  wasGeneratedBy(ex:chart1, ex:compile,  2012-03-02T10:30:00)
+  wasGeneratedBy(ex:chart2, ex:compile2, 2012-04-01T15:21:00)
+    </pre>
+   </div>
+
+   <p>
+    To ensure their procedures are efficient, the agency also wish to know how long the
+    corrections took once the error was discovered. That is, they wish to know the
+    start and end times of the correction activity (<code>ex:correct</code>).
+    These details are expressed as follows, showing that the corrections took a
+    little over a day.
+   </p>
+   <div class="turtle example">
+    <div class="exampleheader">
+     <span class="exampleheader"><b>Turtle Example</b></span></div>
+    <pre>  ex:correct prov:startedAtTime &quot;2012-03-31T09:21:00&quot;^^xsd:dateTime ;
+             prov:endedAtTime   &quot;2012-04-01T15:21:00&quot;^^xsd:dateTime .
+    </pre>
+   </div>
+   <div class="provn example">
+    <div class="exampleheader">
+     <span class="exampleheader"><b>PROV-N Example</b></span></div>
+    <pre>  activity(ex:correct, 2012-03-31T09:21:00, 2012-04-01T15:21:00)
+    </pre>
+   </div>
+   <p>
+    Time is visualized as additional information regarding activities or the
+    links between activities and entities or agents.
+   </p>
+   <img src="images/time.png" alt="Annotation of provenance graph with example timestamps" width="95%" />
+  </div>
+
+  <div id="alternate-entities-and-specialization-1" class="section">
+   <h3><span class="secno">3.9 </span>Alternate Entities and Specialization</h3>
+
+   <p>
+    Before noticing anything wrong with the government data, Betty had already
+    posted a blog entry about the article. The blog entry had its own published
+    provenance, stating that it quoted some text from the article.
+   </p>
+   <div class="turtle example">
+    <div class="exampleheader">
+     <span class="exampleheader"><b>Turtle Example</b></span></div>
+    <pre>  ex:blogEntry a prov:Entity ;
+               prov:wasQuotedFrom ex:article .
+    </pre>
+   </div>
+   <div class="provn example">
+    <div class="exampleheader">
+     <span class="exampleheader"><b>PROV-N Example</b></span></div>
+    <pre>  entity(ex:blogEntry)
+  wasDerivedFrom(ex:blogEntry, ex:article, [prov:type='prov:Quotation'])
+    </pre>
+   </div>
+   <p>
+    The newspaper, from past experience, anticipated that there could be revisions
+    to the article, and so created identifiers for both the article in general
+    (<code>ex:article</code>) as a URI that got redirected to the first version of the article (<code>ex:articleV1</code>),
+    allowing both to be referred to as entities in provenance data. 
+    In the provenance records, the newspaper describes the connection between the two: that
+    the first version of the article is a specialization of the article in general.
+   </p>
+   <div class="turtle example">
+    <div class="exampleheader">
+     <span class="exampleheader"><b>Turtle Example</b></span></div>
+    <pre>  ex:articleV1 a prov:Entity ;
+               prov:specializationOf ex:article .
+    </pre>
+   </div>
+   <div class="provn example">
+    <div class="exampleheader">
+     <span class="exampleheader"><b>PROV-N Example</b></span></div>
+    <pre>  entity(ex:articleV1)
+  specializationOf(ex:articleV1, ex:article)
+    </pre>
+   </div>
+   <p>
+    Later, after the data set is corrected and the new chart generated, a new version
+    of the article is created, <code>ex:articleV2</code>, with its own URI where the article
+    is redirected to.  To ensure that those
+    consulting the provenance of <code>ex:articleV2</code> understand that it
+    is connected with the provenance of <code>ex:article</code> and <code>ex:articleV1</code>,
+    the newspaper describes how these entities are related.
+   </p>
+   <div class="turtle example">
+    <div class="exampleheader">
+     <span class="exampleheader"><b>Turtle Example</b></span></div>
+    <pre>  ex:articleV2 prov:specializationOf ex:article .
+  ex:articleV2 prov:alternateOf      ex:articleV1 .
+    </pre>
+   </div>
+   <div class="provn example">
+    <div class="exampleheader">
+     <span class="exampleheader"><b>PROV-N Example</b></span></div>
+    <pre>  specializationOf(ex:articleV2, ex:article)
+  alternateOf(ex:articleV2, ex:articleV1)
+    </pre>
+   </div>
+   <p>
+    Note that above we could have also
+    stated that <code>ex:articleV2</code> was a revision of <code>ex:articleV1</code>,
+    as we did between <code>ex:chart2</code> and <code>ex:chart1</code>,
+    which would describe more concretely how the alternate entities are related.
+    Specialization and alternate relations connect entities, and so are visualized
+    as links between them.
+   </p>
+   <img src="images/specialization.png" alt="Specialization and alternate links between entities" />
+  </div>
+
+  <div id="complete-prov-data" class="section">
+   <h3><span class="secno">3.10 </span>Complete PROV data</h3>
+   <p>
+    We visualize the whole example below.
+   </p>
+   <img src="images/everything.png" alt="Provenance graph for whole example" width="95%" />
+  </div>
+ </div>
+
+ <div class="appendix section" id="acknowledgements">
+  
+<!-- OddPage -->
+<h2><span class="secno">A. </span>Acknowledgements</h2>
+  <p>
+   The Provenance Working Group members.
+  </p>
+ </div>
+
+ <div class="appendix section" id="changes-since-second-public-working-draft"> 
+  
+<!-- OddPage -->
+<h2><span class="secno">B. </span>Changes Since Third Public Working Draft</h2> 
+  <ul>
+   <li>Corrected mailing list address for public comments.</li>
+   <li>Fixed the status to clarify this is a note, not a recommendation.</li>
+   <li>Fixed minor typos.</li>
+  </ul>
+ </div>
+
+
+<div id="references" class="appendix section">
+<!-- OddPage -->
+<h2><span class="secno">C. </span>References</h2><div id="normative-references" class="section"><h3><span class="secno">C.1 </span>Normative references</h3><p>No normative references.</p></div><div id="informative-references" class="section"><h3><span class="secno">C.2 </span>Informative references</h3><dl class="bibliography"><dt id="bib-PROV-AQ">[PROV-AQ]</dt><dd>Graham Klyne, Paul Groth <a href="http://www.w3.org/TR/prov-aq/"><cite>PROV-AQ: Provenance Access and Query</cite></a>. Working Draft, URL: <a href="http://www.w3.org/TR/prov-aq/">http://www.w3.org/TR/prov-aq/</a>
+</dd><dt id="bib-PROV-CONSTRAINTS">[PROV-CONSTRAINTS]</dt><dd>James Cheney, Paolo Missier, Luc Moreau <a href="http://www.w3.org/TR/prov-constraints/"><cite>Constraints of the Provenance Data Model</cite></a>. Working Draft, URL: <a href="http://www.w3.org/TR/prov-constraints/">http://www.w3.org/TR/prov-constraints/</a>
+</dd><dt id="bib-PROV-DM">[PROV-DM]</dt><dd>Luc Moreau, Paolo Missier <a href="http://www.w3.org/TR/prov-dm/"><cite>The PROV Data Model and Abstract Syntax Notation</cite></a>. Working Draft, URL: <a href="http://www.w3.org/TR/prov-dm/">http://www.w3.org/TR/prov-dm/</a>
+</dd><dt id="bib-PROV-N">[PROV-N]</dt><dd>Luc Moreau, Paolo Missier <a href="http://www.w3.org/TR/prov-n/"><cite>PROV-N: The PROV Notation</cite></a>. Working Draft, URL: <a href="http://www.w3.org/TR/prov-n/">http://www.w3.org/TR/prov-n/</a>
+</dd><dt id="bib-PROV-O">[PROV-O]</dt><dd>Satya Sahoo, Deborah McGuinness <a href="http://www.w3.org/TR/prov-o/"><cite>The PROV Ontology: Model and Formal Semantics</cite></a>. Working Draft, URL: <a href="http://www.w3.org/TR/prov-o/">http://www.w3.org/TR/prov-o/</a>
+</dd><dt id="bib-PROVENANCE-XG">[PROVENANCE-XG]</dt><dd>Yolanda Gil, James Cheney, Paul Groth, Olaf Hartig, Simon Miles, Luc Moreau, Paulo Pinheiro da Silva <a href="http://www.w3.org/2005/Incubator/prov/XGR-prov/"><cite>Provenance XG Final Report</cite></a>. 8 December 2010. URL: <a href="http://www.w3.org/2005/Incubator/prov/XGR-prov/">http://www.w3.org/2005/Incubator/prov/XGR-prov/</a>
+</dd><dt id="bib-TURTLE">[TURTLE]</dt><dd>Eric Prud'hommeaux, Gavin Carothers <a href="http://www.w3.org/TR/2011/WD-turtle-20110809/"><cite>Turtle: Terse RDF Triple Language</cite></a>. 9 August 2011. W3C Working Draft. URL: <a href="http://www.w3.org/TR/2011/WD-turtle-20110809/">http://www.w3.org/TR/2011/WD-turtle-20110809/</a>
+</dd></dl></div></div></body></html>
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