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.