Triple

T7111211
Position Surface form Disambiguated ID Type / Status
Subject Richard Gephardt E165709 entity
Predicate hasPart P35 FINISHED
Object Gephardt Group (post-congressional consulting and lobbying work)
Gephardt Group is a consulting and lobbying firm founded by former U.S. House Democratic leader Richard Gephardt that advises corporations, unions, and other clients on government relations and public policy strategy.
E642132 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Gephardt Group (post-congressional consulting and lobbying work) | Statement: [Richard Gephardt, hasPart, Gephardt Group (post-congressional consulting and lobbying work)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gephardt Group (post-congressional consulting and lobbying work)
Context triple: [Richard Gephardt, hasPart, Gephardt Group (post-congressional consulting and lobbying work)]
  • A. Bipartisan Legal Advisory Group of the U.S. House of Representatives
    The Bipartisan Legal Advisory Group of the U.S. House of Representatives is a leadership body that directs the House’s institutional legal positions and can authorize litigation on its behalf, including in major constitutional cases.
  • B. Council on Governmental Affairs
    The Council on Governmental Affairs is a policy and advocacy body within the Association of Public and Land-grant Universities that represents member institutions’ interests in government relations and public policy.
  • C. Sanders Group
    The Sanders Group is a geological rock unit known for its prominent Bedford limestone formations.
  • D. The Scowcroft Group
    The Scowcroft Group is an international business advisory firm founded by former U.S. National Security Advisor Brent Scowcroft, specializing in strategic consulting on global political and economic issues.
  • E. The Senate Group
    The Senate Group is a notable cluster of giant sequoia trees in Sequoia National Park’s Giant Forest, named for its impressive, council-like arrangement of massive trunks.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Gephardt Group (post-congressional consulting and lobbying work)
Triple: [Richard Gephardt, hasPart, Gephardt Group (post-congressional consulting and lobbying work)]
Generated description
Gephardt Group is a consulting and lobbying firm founded by former U.S. House Democratic leader Richard Gephardt that advises corporations, unions, and other clients on government relations and public policy strategy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gephardt Group (post-congressional consulting and lobbying work)
Target entity description: Gephardt Group is a consulting and lobbying firm founded by former U.S. House Democratic leader Richard Gephardt that advises corporations, unions, and other clients on government relations and public policy strategy.
  • A. Bipartisan Legal Advisory Group of the U.S. House of Representatives
    The Bipartisan Legal Advisory Group of the U.S. House of Representatives is a leadership body that directs the House’s institutional legal positions and can authorize litigation on its behalf, including in major constitutional cases.
  • B. Council on Governmental Affairs
    The Council on Governmental Affairs is a policy and advocacy body within the Association of Public and Land-grant Universities that represents member institutions’ interests in government relations and public policy.
  • C. Sanders Group
    The Sanders Group is a geological rock unit known for its prominent Bedford limestone formations.
  • D. The Scowcroft Group
    The Scowcroft Group is an international business advisory firm founded by former U.S. National Security Advisor Brent Scowcroft, specializing in strategic consulting on global political and economic issues.
  • E. The Senate Group
    The Senate Group is a notable cluster of giant sequoia trees in Sequoia National Park’s Giant Forest, named for its impressive, council-like arrangement of massive trunks.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69c6888120f081908f8f01b201dc4a4c completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6e5ecd4488190bf19e42de55da98b completed March 27, 2026, 8:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69c79cb8d4988190945516cee5d6d53b completed March 28, 2026, 9:17 a.m.
NEDg Description generation batch_69c79d3feacc819097887064a7439340 completed March 28, 2026, 9:20 a.m.
NED2 Entity disambiguation (via description) batch_69c79df3f5648190981176b6c9791181 completed March 28, 2026, 9:23 a.m.
Created at: March 27, 2026, 2:43 p.m.