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+<!DOCTYPE html>
+<html>
+ <head>
+ <title>PROV Model Primer</title>
+ <meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
+ <!--
+ === NOTA BENE ===
+ For the three scripts below, if your spec resides on dev.w3 you can check them
+ out in the same tree and use relative links so that they'll work offline,
+ -->
+ <!-- PM -->
+ <style type="text/css">
+ .note { font-size:small; margin-left:50px }
+ </style>
+
+ <script src="http://www.w3.org/2007/OWL/toggles.js" class="remove"></script>
+ <script src="http://dev.w3.org/2009/dap/ReSpec.js/js/respec.js" class="remove"></script>
+
+ <script class="remove">
+ var addExtraReferences = function() {
+ for (var k in extraReferences)
+ berjon.biblio[k] = extraReferences[k];
+ };
+ var extraReferences = {
+ "PROV-DM":
+ "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"+
+ "<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"+
+ "<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"+
+ "<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"+
+ "<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"+
+ "<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"+
+ "<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>"
+ };
+
+ var respecConfig = {
+ // specification status (e.g. WD, LCWD, NOTE, etc.). If in doubt use ED.
+ //specStatus: "FPWD-NOTE",
+ specStatus: "WD",
+
+ // the specification's short name, as in http://www.w3.org/TR/short-name/
+ shortName: "prov-primer",
+
+ // if your specification has a subtitle that goes below the main
+ // formal title, define it here
+ subtitle : "",
+
+ // if you wish the publication date to be other than today, set this
+ // publishDate: "2009-08-06",
+
+ // if the specification's copyright date is a range of years, specify
+ // the start date here:
+ // copyrightStart: "2005"
+
+ // 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",
+
+ // 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",
+
+ // if this is a LCWD, uncomment and set the end of its review period
+ // lcEnd: "2009-08-05",
+
+ // if you want to have extra CSS, append them to this list
+ // it is recommended that the respec.css stylesheet be kept
+ extraCSS: ["http://dev.w3.org/2009/dap/ReSpec.js/css/respec.css"],
+
+ // editors, add as many as you like
+ // only "name" is required
+ editors: [
+ { name: "Yolanda Gil", url: "http://www.isi.edu/~gil/",
+ company: "Information Sciences Institute, University of Southern California, US" },
+ { name: "Simon Miles", url: "http://www.inf.kcl.ac.uk/staff/simonm",
+ company: "King's College London, UK" },
+ ],
+
+ // authors, add as many as you like.
+ // This is optional, uncomment if you have authors as well as editors.
+ // only "name" is required. Same format as editors.
+
+ authors: [
+ { name: "<a href=\"http://semanticweb.org/wiki/Khalid_Belhajjame\">Khalid Belhajjame</a>",
+ company: "University of Manchester" },
+ { name: "Helena Deus",
+ company: "Digital Enterprise Research Institute (DERI), NUI Galway" },
+ { name: "<a href=\"http://www.oeg-upm.net/index.php/en/phdstudents/28-dgarijo\">Daniel Garijo</a>",
+ company: "Universidad Politécnica de Madrid" },
+ { name: "Graham Klyne",
+ company: "University of Oxford" },
+ { name: "<a href=\"http://www.cs.ncl.ac.uk/people/Paolo.Missier\">Paolo Missier</a>",
+ company: "Newcastle University" },
+ { name: "<a href=\"http://soiland-reyes.com/stian/\">Stian Soiland-Reyes</a>",
+ company: "University of Manchester" },
+ { name: "<a href=\"http://tw.rpi.edu/web/person/StephanZednik\">Stephan Zednik</a>",
+ company: "Rensselaer Polytechnic Institute" },
+ ],
+
+ // name of the WG
+ wg: "Provenance Working Group",
+
+ // URI of the public WG page
+ wgURI: "http://www.w3.org/2011/prov/",
+
+ // name (with the @w3c.org) of the public mailing to which comments are due
+ wgPublicList: "public-prov-wg",
+
+ // URI of the patent status for this WG, for Rec-track documents
+ // !!!! IMPORTANT !!!!
+ // This is important for Rec-track documents, do not copy a patent URI from a random
+ // document unless you know what you're doing. If in doubt ask your friendly neighbourhood
+ // Team Contact.
+ wgPatentURI: "http://www.w3.org/2004/01/pp-impl/46974/status",
+
+ // Add extraReferences to bibliography database
+ preProcess: [addExtraReferences]
+ };
+ </script>
+ </head>
+ <body>
+ <section id="abstract">
+ <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 -->
+ </section>
+
+ <section id="sotd">
+ 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>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>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>
+
+
+ </section>
+
+ <section>
+ <h2>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.
+ <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>
+ 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 W3C Provenance Incubator Group [[PROVENANCE-XG]].
+ 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 [[PROV-DM]].</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 [[PROV-O]].</li>
+ <li>Example snippets using a notation of PROV designed for human
+ consumption (PROV-N). Details of this notation can be found at [[PROV-N]].</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 [[PROV-AQ]],
+ the constraints on the PROV data model [[PROV-CONSTRAINTS]],
+ a formal semantics of the PROV data model (PROV-SEM), and the PROV XML notation
+ (PROV-XML). </p>
+
+ </section>
+
+ <section>
+ <h2>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 [[PROV-DM]]
+ provides precise definitions and constraints [[PROV-CONSTRAINTS]] 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 [[PROV-DM]] 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>
+
+ <section>
+ <h3>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>
+ </section>
+
+ <section>
+ <h3>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>Use
+ </section>
+
+ <section>
+ <h3>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>
+ </section>
+
+ <section>
+ <h3>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>
+
+ </section>
+
+ <section>
+ <h3>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 "editor" in an activity that uses
+ one entity in the role of "document to be edited" and another in the role of
+ "addition to be made to the document", to generate a further entity in the role of "edited document".
+ 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 -->
+ </section>
+
+ <section>
+ <h3>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>
+ </section>
+
+ <section>
+ <h3>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>
+ </section>
+
+ <section>
+ <h3>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>
+ </section>
+
+ <section>
+ <h3>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>
+ </section>
+
+ </section>
+
+ <section>
+ <h2>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>[[PROV-O]] RDF triples, expressed using the [[TURTLE]] notation.</li>
+ <li>[[PROV-N]] 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>
+
+
+ <section>
+ <h3>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 "Crime rises in cities" .
+ 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"/>
+ </section>
+
+ <section>
+ <h3>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"/>
+ </section>
+
+ <section>
+ <h3>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"/>
+ </section>
+
+ <section>
+ <h3>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 "Derek"^^xsd:string ;
+ foaf:mbox <mailto:derek@example.org> .
+ </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='<mailto:derek@example.org>'])
+ </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 "Chart Generators Inc" .
+ </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%"/>
+ </section>
+
+ <section>
+ <h3>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"/>
+ </section>
+
+ <section>
+ <h3>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"/>
+ </section>
+
+ <section>
+ <h3>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.
+ <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"/>
+ </section>
+
+ <section>
+ <h3>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 "2012-03-02T10:30:00"^^xsd:dateTime .
+ ex:chart2 prov:generatedAtTime "2012-04-01T15:21:00"^^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 "2012-03-31T09:21:00"^^xsd:dateTime ;
+ prov:endedAtTime "2012-04-01T15:21:00"^^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%"/>
+ </section>
+
+ <section>
+ <h3>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"/>
+ </section>
+
+ <section>
+ <h3>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%"/>
+ </section>
+ </section>
+
+ <section class="appendix">
+ <h2>Acknowledgements</h2>
+ <p>
+ The Provenance Working Group members.
+ </p>
+ </section>
+
+ <section class="appendix">
+ <h2>Changes Since Second 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>
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