Triple

T7648570
Position Surface form Disambiguated ID Type / Status
Subject 1994 United States House of Representatives elections E173187 entity
Predicate resultingSpeakerOfTheHouse P25168 FINISHED
Object Newt Gingrich E292458 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: Newt Gingrich | Statement: [1994 United States House of Representatives elections, resultingSpeakerOfTheHouse, Newt Gingrich]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Newt Gingrich
Context triple: [1994 United States House of Representatives elections, resultingSpeakerOfTheHouse, Newt Gingrich]
  • A. Newt Gingrich (as Speaker of the U.S. House of Representatives) chosen
    Newt Gingrich, as Speaker of the U.S. House of Representatives, was a leading Republican figure of the 1990s who drove the “Contract with America” agenda and helped engineer the GOP’s takeover of Congress in 1994.
  • B. Jack Kemp
    Jack Kemp was an American politician, former professional football quarterback, and longtime Republican congressman who served as U.S. Secretary of Housing and Urban Development and was the Republican vice-presidential nominee in 1996.
  • C. Arnold Gingrich
    Arnold Gingrich was an American magazine editor best known as a co-founder and longtime editor of the influential men's magazine Esquire.
  • D. Alan Keyes
    Alan Keyes is a conservative American political activist, former diplomat, and frequent Republican presidential candidate known for his outspoken views on social and moral issues.
  • E. Ross Perot
    Ross Perot was an American billionaire businessman and influential third-party presidential candidate who helped reshape U.S. politics in the 1990s.
  • 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: resultingSpeakerOfTheHouse
Context triple: [1994 United States House of Representatives elections, resultingSpeakerOfTheHouse, Newt Gingrich]
  • A. SpeakerOfTheHouse chosen
    Indicates that the subject holds the position of Speaker of the House in a legislative body, presiding over its sessions and proceedings.
  • B. majorityLeaderOfTheHouse
    Indicates that the subject serves as the primary elected leader of the majority party in a legislative house, responsible for managing its agenda and floor activities.
  • C. houseMinorityLeader
    Indicates the relationship in which a person holds the position of leader of the minority party in a legislative house.
  • D. currentSpeakerAssumedOffice
    Indicates that the person who is currently serving as speaker has taken up or begun holding a particular office or position.
  • E. majorityLeaderOfTheSenate
    Indicates that one entity holds the position of majority leader in the Senate, serving as the primary legislative and strategic leader for the majority party in that chamber in relation to the Senate entity.
  • 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_69c6995473348190a4f41d110d619a18 completed March 27, 2026, 2:51 p.m.
NER Named-entity recognition batch_69c6fb134a40819097f9de5f24d1df0f completed March 27, 2026, 9:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69c89ada2a54819098672d45ab56f784 completed March 29, 2026, 3:22 a.m.
PD Predicate disambiguation batch_69c6f4e9ef1c81909c8bff716541ac1f completed March 27, 2026, 9:21 p.m.
Created at: March 27, 2026, 3:58 p.m.