{"id":663,"date":"2026-09-05T12:21:08","date_gmt":"2026-09-05T12:21:08","guid":{"rendered":"https:\/\/xplain-r.com\/?page_id=663"},"modified":"2026-09-05T12:23:12","modified_gmt":"2026-09-05T12:23:12","slug":"enron-concepts","status":"publish","type":"page","link":"https:\/\/xplain-r.com\/?page_id=663","title":{"rendered":"Enron Concepts"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">An example extraction of concepts, themes, entities, and relationships from a sample of the full Dossier Space corpus, linking each finding to its source and distinguishing explicit statements from inferred concepts.  This test used approximately 20 emails, producing a concept list with definitions, supporting excerpts, and a few examples of ambiguous classifications.  This required reading message text, beyond the metadata-only scope, leaving attachments excluded.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Nodes are analyst-defined concepts; arrows are labelled relationships supported by the cited records. A connection is not proof of causation. C09, C10 and C11 remain separate rather than forcing a connection unsupported by this sample.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Four inherited records were selected because S23 found substantive text. The new records are therefore an extension sample, not a new probability sample. All 19 lack exact normalized-body duplicates and repeated sampled Message-ID values. That does not establish semantic independence: B05\/B10\/N05\/N06\/N07\/N08\/N11\/N15 include quoted or forwarded correspondence. <\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Shared themes across records are not corroboration of the same event. No thread expansion was performed.<\/p>\n\n\n<p>Dossier Concept Simulator is available to signed-in administrators.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Exploring the simulator<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Map:<\/strong> click a concept card for definitions and support. Click a relationship number or use the relationship list to see the typed link and its interpretation limit.<\/li>\n\n\n\n<li><strong>Evidence:<\/strong> inspect the currently visible excerpts, statement types and source locators.<\/li>\n\n\n\n<li><strong>Sample simulator:<\/strong> switch to the original four records, restore all 19, or include\/exclude records individually. Selected records may still be hidden by the mailbox filter.<\/li>\n\n\n\n<li><strong>Find a concept:<\/strong> matches concept labels and definitions, not full email contents.<\/li>\n\n\n\n<li><strong>Mailbox:<\/strong> restrict support to Bailey, Rapp or Pereira.<\/li>\n\n\n\n<li><strong>Records per concept:<\/strong> require more distinct sampled records before a concept appears.<\/li>\n\n\n\n<li><strong>Hide forecast \/ possibility excerpts:<\/strong> removes excerpts explicitly typed as forecasts or possibilities; other types, including questions and uncertainty, remain visible.<\/li>\n\n\n\n<li><strong>Restore all:<\/strong> resets the sample and filters. Browser refresh also resets them.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">Concept definitions and sample support<\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>Concept<\/th><th>Definition \/ boundary<\/th><th>Records<\/th><\/tr><\/thead><tbody><tr><td>Agreement lifecycle<\/td><td>Drafting, revising, signing or assessing permissions under an agreement; distinguish a proposed action from completion.<\/td><td><a href=\"..\/02_RESULTS\/B05.txt\">B05<\/a>, <a href=\"..\/02_RESULTS\/N01.txt\">N01<\/a>, <a href=\"..\/02_RESULTS\/N07.txt\">N07<\/a>, <a href=\"..\/02_RESULTS\/N08.txt\">N08<\/a>, <a href=\"..\/02_RESULTS\/N10.txt\">N10<\/a><\/td><\/tr><tr><td>Document availability and completeness<\/td><td>Whether required copies or document sets are available; absence of a copy is not absence of an agreement.<\/td><td><a href=\"..\/02_RESULTS\/B05.txt\">B05<\/a>, <a href=\"..\/02_RESULTS\/B10.txt\">B10<\/a><\/td><\/tr><tr><td>Follow-up and handover<\/td><td>Requests, reminders, responsibility assignment and onward document delivery; intentions are not completed transfers.<\/td><td><a href=\"..\/02_RESULTS\/B05.txt\">B05<\/a>, <a href=\"..\/02_RESULTS\/B10.txt\">B10<\/a>, <a href=\"..\/02_RESULTS\/N01.txt\">N01<\/a>, <a href=\"..\/02_RESULTS\/N05.txt\">N05<\/a>, <a href=\"..\/02_RESULTS\/N10.txt\">N10<\/a><\/td><\/tr><tr><td>Identity and communication routing<\/td><td>Resolving recipients or asking which communication route to use; a routing question is not an established rule.<\/td><td><a href=\"..\/02_RESULTS\/B10.txt\">B10<\/a>, <a href=\"..\/02_RESULTS\/N13.txt\">N13<\/a><\/td><\/tr><tr><td>Trade and volume reconciliation<\/td><td>Reviewing trades, deal status, pricing or scheduled versus allocated volumes; underlying records remain unverified.<\/td><td><a href=\"..\/02_RESULTS\/B02.txt\">B02<\/a>, <a href=\"..\/02_RESULTS\/N05.txt\">N05<\/a>, <a href=\"..\/02_RESULTS\/N11.txt\">N11<\/a><\/td><\/tr><tr><td>Regulatory response and filing<\/td><td>Preparing a response or discussing which contracts should be filed; these are participants&#8217; positions, not legal determinations.<\/td><td><a href=\"..\/02_RESULTS\/N06.txt\">N06<\/a>, <a href=\"..\/02_RESULTS\/N07.txt\">N07<\/a><\/td><\/tr><tr><td>Scheduling and coordination<\/td><td>Arranging, postponing or cancelling calls, meetings or activities; tentative timings remain tentative.<\/td><td><a href=\"..\/02_RESULTS\/N03.txt\">N03<\/a>, <a href=\"..\/02_RESULTS\/N04.txt\">N04<\/a>, <a href=\"..\/02_RESULTS\/N06.txt\">N06<\/a>, <a href=\"..\/02_RESULTS\/N07.txt\">N07<\/a>, <a href=\"..\/02_RESULTS\/N12.txt\">N12<\/a>, <a href=\"..\/02_RESULTS\/N14.txt\">N14<\/a><\/td><\/tr><tr><td>Employee learning<\/td><td>Invitations to structured learning; an invitation does not establish attendance or case-specific advice.<\/td><td><a href=\"..\/02_RESULTS\/N04.txt\">N04<\/a><\/td><\/tr><tr><td>Distress expectations<\/td><td>Statements forecasting bankruptcy, default or employment consequences; preserve uncertainty and prediction time.<\/td><td><a href=\"..\/02_RESULTS\/N15.txt\">N15<\/a><\/td><\/tr><tr><td>Third-party news<\/td><td>Externally authored news circulated in a mailbox; receipt does not establish the recipient&#8217;s belief or independent corroboration.<\/td><td><a href=\"..\/02_RESULTS\/N09.txt\">N09<\/a><\/td><\/tr><tr><td>Time-exception reporting<\/td><td>A report about exceptions for a reporting period, including explicit reports of none.<\/td><td><a href=\"..\/02_RESULTS\/B28.txt\">B28<\/a><\/td><\/tr><tr><td>Personal and civic communication<\/td><td>Social, leisure or community communications; do not force these into a business-risk interpretation.<\/td><td><a href=\"..\/02_RESULTS\/N02.txt\">N02<\/a>, <a href=\"..\/02_RESULTS\/N12.txt\">N12<\/a>, <a href=\"..\/02_RESULTS\/N13.txt\">N13<\/a>, <a href=\"..\/02_RESULTS\/N14.txt\">N14<\/a><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">Relationship evidence<\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>Relation<\/th><th>Records<\/th><th>Interpretation limit<\/th><\/tr><\/thead><tbody><tr><td>Document availability and completeness <strong>motivates a request for<\/strong> Follow-up and handover<\/td><td>B05 (E02;E03)<\/td><td>Reported unavailable copies and subsequent reminder.<\/td><\/tr><tr><td>Agreement lifecycle <strong>assigns next handling through<\/strong> Follow-up and handover<\/td><td>N01 (E08)<\/td><td>Drafting and forwarding are requested in the same sentence.<\/td><\/tr><tr><td>Trade and volume reconciliation <strong>requests supporting records through<\/strong> Follow-up and handover<\/td><td>N05 (E13)<\/td><td>Investigation asks for confirmations or listings.<\/td><\/tr><tr><td>Regulatory response and filing <strong>proposes filing of<\/strong> Agreement lifecycle<\/td><td>N07 (E17)<\/td><td>Material deviation is stated as the reason to file; not a legal conclusion.<\/td><\/tr><tr><td>Document availability and completeness <strong>is discussed alongside<\/strong> Identity and communication routing<\/td><td>B10 (E04;E06)<\/td><td>Same thread; co-occurrence only, not proof routing caused the document gap.<\/td><\/tr><tr><td>Regulatory response and filing <strong>is coordinated through<\/strong> Scheduling and coordination<\/td><td>N06 (E15;E16)<\/td><td>Participants propose a call to discuss the response.<\/td><\/tr><tr><td>Employee learning <strong>requires registration and scheduling via<\/strong> Scheduling and coordination<\/td><td>N04 (E11;E12)<\/td><td>Training announcement sets RSVP and session arrangements.<\/td><\/tr><tr><td>Personal and civic communication <strong>uses<\/strong> Scheduling and coordination<\/td><td>N12;N14 (E27;E30)<\/td><td>Availability request and conditional rescheduling, not confirmed events.<\/td><\/tr><tr><td>Personal and civic communication <strong>asks about<\/strong> Identity and communication routing<\/td><td>N13 (E28;E29)<\/td><td>Proposed consultation raises a routing question.<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">Where meaning would be lost by keyword-only coding<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>N08:<\/strong> a question about contractual control is answered &#8220;No, unfortunately not.&#8221; Coding only the question would reverse the meaning.<\/li>\n\n\n\n<li><strong>B05:<\/strong> a missing executed copy is not proof that the agreement was unexecuted.<\/li>\n\n\n\n<li><strong>N05:<\/strong> a quoted list says a trade <strong>may<\/strong> be booked incorrectly. This remains an unverified possibility.<\/li>\n\n\n\n<li><strong>N15:<\/strong> bankruptcy and defaults are <strong>forecasts<\/strong> by the sender, not verified events. No attempt was made to validate historical outcomes.<\/li>\n\n\n\n<li><strong>N09:<\/strong> a newsletter is third-party reportage. Its presence does not prove that the recipient read it or shared its claims. It is coded at the news-provenance level; all newsletter subtopics have not been exhaustively mapped.<\/li>\n\n\n\n<li><strong>N14:<\/strong> timing is tentative and pending approval. <strong>B28<\/strong> explicitly reports <strong>no<\/strong> time exceptions.<\/li>\n\n\n\n<li><strong>N01:<\/strong> the outer sender fields are blank; Wendy is a body signature. Identity has not been resolved beyond that.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">Coverage of all 19 records<\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>ID<\/th><th>Record type<\/th><th>Concepts<\/th><\/tr><\/thead><tbody><tr><td><a href=\"..\/02_RESULTS\/B02.txt\">B02<\/a><\/td><td>business correspondence<\/td><td>C05<\/td><\/tr><tr><td><a href=\"..\/02_RESULTS\/B05.txt\">B05<\/a><\/td><td>business correspondence<\/td><td>C01, C02, C03<\/td><\/tr><tr><td><a href=\"..\/02_RESULTS\/B10.txt\">B10<\/a><\/td><td>business correspondence<\/td><td>C02, C03, C04<\/td><\/tr><tr><td><a href=\"..\/02_RESULTS\/B28.txt\">B28<\/a><\/td><td>business correspondence<\/td><td>C11<\/td><\/tr><tr><td><a href=\"..\/02_RESULTS\/N01.txt\">N01<\/a><\/td><td>business correspondence<\/td><td>C01, C03<\/td><\/tr><tr><td><a href=\"..\/02_RESULTS\/N02.txt\">N02<\/a><\/td><td>personal correspondence<\/td><td>C12<\/td><\/tr><tr><td><a href=\"..\/02_RESULTS\/N03.txt\">N03<\/a><\/td><td>corporate announcement<\/td><td>C07<\/td><\/tr><tr><td><a href=\"..\/02_RESULTS\/N04.txt\">N04<\/a><\/td><td>training announcement<\/td><td>C07, C08<\/td><\/tr><tr><td><a href=\"..\/02_RESULTS\/N05.txt\">N05<\/a><\/td><td>business correspondence<\/td><td>C03, C05<\/td><\/tr><tr><td><a href=\"..\/02_RESULTS\/N06.txt\">N06<\/a><\/td><td>business correspondence<\/td><td>C06, C07<\/td><\/tr><tr><td><a href=\"..\/02_RESULTS\/N07.txt\">N07<\/a><\/td><td>business correspondence<\/td><td>C01, C06, C07<\/td><\/tr><tr><td><a href=\"..\/02_RESULTS\/N08.txt\">N08<\/a><\/td><td>business correspondence<\/td><td>C01<\/td><\/tr><tr><td><a href=\"..\/02_RESULTS\/N09.txt\">N09<\/a><\/td><td>third-party newsletter<\/td><td>C10<\/td><\/tr><tr><td><a href=\"..\/02_RESULTS\/N10.txt\">N10<\/a><\/td><td>business correspondence<\/td><td>C01, C03<\/td><\/tr><tr><td><a href=\"..\/02_RESULTS\/N11.txt\">N11<\/a><\/td><td>business correspondence<\/td><td>C05<\/td><\/tr><tr><td><a href=\"..\/02_RESULTS\/N12.txt\">N12<\/a><\/td><td>personal scheduling<\/td><td>C07, C12<\/td><\/tr><tr><td><a href=\"..\/02_RESULTS\/N13.txt\">N13<\/a><\/td><td>civic correspondence<\/td><td>C04, C12<\/td><\/tr><tr><td><a href=\"..\/02_RESULTS\/N14.txt\">N14<\/a><\/td><td>personal scheduling announcement<\/td><td>C07, C12<\/td><\/tr><tr><td><a href=\"..\/02_RESULTS\/N15.txt\">N15<\/a><\/td><td>personal correspondence containing business forecasts<\/td><td>C09<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">Limits and reproduction<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">This is convenience selection across three small archives, followed by deterministic ranking and recorded body screening. It is neither random sampling of the whole corpus nor a saturation or accuracy study. The text threshold favors longer messages and may exclude meaningful short ones. Personal messages and a newsletter were retained rather than replaced for business relevance. The concepts are not exhaustive.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>An example extraction of concepts, themes, entities, and relationships from a sample of the full Dossier Space corpus, linking each finding to its source and distinguishing explicit statements from inferred concepts. This test used approximately 20 emails, producing a concept list with definitions, supporting excerpts, and a few examples of ambiguous classifications. This required reading [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-663","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/xplain-r.com\/index.php?rest_route=\/wp\/v2\/pages\/663","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/xplain-r.com\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/xplain-r.com\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/xplain-r.com\/index.php?rest_route=\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/xplain-r.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=663"}],"version-history":[{"count":6,"href":"https:\/\/xplain-r.com\/index.php?rest_route=\/wp\/v2\/pages\/663\/revisions"}],"predecessor-version":[{"id":671,"href":"https:\/\/xplain-r.com\/index.php?rest_route=\/wp\/v2\/pages\/663\/revisions\/671"}],"wp:attachment":[{"href":"https:\/\/xplain-r.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=663"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}