Triple

T925678
Position Surface form Disambiguated ID Type / Status
Subject Mick Mulvaney E19976 entity
Predicate precededBy (Acting CFPB Director) P22431 FINISHED
Object Richard Cordray
Richard Cordray is an American lawyer and politician who served as the first Director of the Consumer Financial Protection Bureau and later became the Democratic nominee for governor of Ohio.
E109756 NE FINISHED

How this triple was built (5 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: Richard Cordray | Statement: [Mick Mulvaney, precededBy (Acting CFPB Director), Richard Cordray]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Richard Cordray
Context triple: [Mick Mulvaney, precededBy (Acting CFPB Director), Richard Cordray]
  • A. Randal K. Quarles
    Randal K. Quarles is an American lawyer and financial policymaker who served as a member of the Federal Reserve Board of Governors and played a key role in U.S. banking regulation and financial stability oversight.
  • B. Jack Lew
    Jack Lew is an American public official and attorney who served as the 76th United States Secretary of the Treasury under President Barack Obama.
  • C. Jerome H. Powell
    Jerome H. Powell is an American lawyer and economist who serves as the Chair of the U.S. Federal Reserve, overseeing the nation’s central banking system and monetary policy.
  • D. Jessica Rosenworcel
    Jessica Rosenworcel is an American lawyer and policymaker who serves as the chair of the U.S. Federal Communications Commission, known for her advocacy on issues like net neutrality, broadband access, and closing the digital divide.
  • E. James Volcker
    James Volcker is the son of former Federal Reserve Chairman Paul A. Volcker.
  • 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: Richard Cordray
Triple: [Mick Mulvaney, precededBy (Acting CFPB Director), Richard Cordray]
Generated description
Richard Cordray is an American lawyer and politician who served as the first Director of the Consumer Financial Protection Bureau and later became the Democratic nominee for governor of Ohio.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Richard Cordray
Target entity description: Richard Cordray is an American lawyer and politician who served as the first Director of the Consumer Financial Protection Bureau and later became the Democratic nominee for governor of Ohio.
  • A. Randal K. Quarles
    Randal K. Quarles is an American lawyer and financial policymaker who served as a member of the Federal Reserve Board of Governors and played a key role in U.S. banking regulation and financial stability oversight.
  • B. Jack Lew
    Jack Lew is an American public official and attorney who served as the 76th United States Secretary of the Treasury under President Barack Obama.
  • C. Jerome H. Powell
    Jerome H. Powell is an American lawyer and economist who serves as the Chair of the U.S. Federal Reserve, overseeing the nation’s central banking system and monetary policy.
  • D. Jessica Rosenworcel
    Jessica Rosenworcel is an American lawyer and policymaker who serves as the chair of the U.S. Federal Communications Commission, known for her advocacy on issues like net neutrality, broadband access, and closing the digital divide.
  • E. James Volcker
    James Volcker is the son of former Federal Reserve Chairman Paul A. Volcker.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: precededBy (Acting CFPB Director)
Context triple: [Mick Mulvaney, precededBy (Acting CFPB Director), Richard Cordray]
  • A. oftenPrecededBy
    Indicates that one event, state, or item commonly occurs or appears before another in time or sequence.
  • B. cededTo
    Indicates that control, ownership, or authority over something was formally transferred from one entity to another.
  • C. precedentInterpreted
    Indicates that one legal precedent is interpreted or understood in a particular way, often as clarified or applied in subsequent decisions or analyses.
  • D. enactedAfter
    Indicates that one enactment event occurred later in time than another enactment event.
  • E. alsoPresidedBy
    Indicates that an event, organization, or proceeding is jointly overseen or led by an additional presiding entity alongside the primary one.
  • F. None of above. chosen

Provenance (7 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_69a493a099788190a696d9d8408cbaf4 completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4b388f0bc8190a087222636135ba5 completed March 1, 2026, 9:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69a7ee0becc0819089b3dadc618cf83c completed March 4, 2026, 8:32 a.m.
NEDg Description generation batch_69a7f3607c70819080c5e3e49ccc6de5 completed March 4, 2026, 8:54 a.m.
NED2 Entity disambiguation (via description) batch_69a7f3d1e97881909cbb97a8ca89c574 completed March 4, 2026, 8:56 a.m.
PD Predicate disambiguation batch_69a4b2970a4c8190b22cb2fd4706f62b completed March 1, 2026, 9:41 p.m.
PDg Predicate description generation batch_69a4b385176081909e3e8c3f647c1fd4 completed March 1, 2026, 9:45 p.m.
Created at: March 1, 2026, 7:40 p.m.