Triple

T8245105
Position Surface form Disambiguated ID Type / Status
Subject George H. W. Bush administration E192831 entity
Predicate keyCabinetMember P23003 FINISHED
Object James A. Baker III E15395 NE FINISHED

How this triple was built (3 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: James A. Baker III | Statement: [George H. W. Bush administration, keyCabinetMember, James A. Baker III]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: James A. Baker III
Context triple: [George H. W. Bush administration, keyCabinetMember, James A. Baker III]
  • A. James Baker chosen
    James Baker is an American statesman and Republican political figure who served in several top U.S. government roles, including White House Chief of Staff and Secretary of State, under multiple presidential administrations in the late 20th century.
  • B. George P. Shultz
    George P. Shultz was a prominent American economist, diplomat, and statesman who served as U.S. Secretary of State under President Ronald Reagan and played a key role in shaping Cold War foreign policy.
  • C. John Tower
    John Tower was a prominent Republican U.S. Senator from Texas known for his influential roles in defense policy and intelligence oversight during the Cold War era.
  • D. Brent Scowcroft
    Brent Scowcroft was a prominent American national security advisor and retired Air Force lieutenant general who served under multiple U.S. presidents and was highly influential in shaping late 20th-century U.S. foreign policy.
  • E. Ronald Rivlin
    Ronald Rivlin was a pioneering mathematician and physicist known for his foundational contributions to the theory of nonlinear elasticity and the mechanical behavior of rubber-like materials.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: keyCabinetMember
Context triple: [George H. W. Bush administration, keyCabinetMember, James A. Baker III]
  • A. notableCabinetMember chosen
    Indicates that a person has served as a particularly prominent or significant member of a government cabinet.
  • B. hasMinister
    Indicates that one entity serves as the minister (political, religious, or administrative official) responsible for or associated with another entity.
  • C. ministerIsMemberOf
    Indicates that a minister belongs to, and holds membership in, a particular governing body, organization, or institution.
  • D. cabinetOf
    Indicates that one entity serves as the cabinet or governing body associated with another entity, typically a state, government, or leader.
  • E. keyOffice
    Indicates that a key is associated with, grants access to, or is assigned to a particular office.
  • F. None of above.

Provenance (4 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_69ca82de7b8c81908d8106f8a53cff9b completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb7872f6d481909ea1d3c2aad1a2b1 completed March 31, 2026, 7:32 a.m.
NED1 Entity disambiguation (via context triple) batch_69cd352b1a288190bd13ef84bef7fa1c completed April 1, 2026, 3:09 p.m.
PD Predicate disambiguation batch_69cb36b437e881909958591357e83b9d completed March 31, 2026, 2:51 a.m.
Created at: March 30, 2026, 5:48 p.m.