Triple

T12270581
Position Surface form Disambiguated ID Type / Status
Subject Newt Gingrich E292458 entity
Predicate succeededInOfficeAsSpeaker P3001 FINISHED
Object Dennis Hastert E60174 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: Dennis Hastert | Statement: [Newt Gingrich, succeededInOfficeAsSpeaker, Dennis Hastert]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Dennis Hastert
Context triple: [Newt Gingrich, succeededInOfficeAsSpeaker, Dennis Hastert]
  • A. Dennis Hastert chosen
    Dennis Hastert is an American Republican politician who served as the 51st Speaker of the U.S. House of Representatives from 1999 to 2007.
  • B. Jean Hastert
    Jean Hastert is the wife of former U.S. Speaker of the House Dennis Hastert and has largely maintained a private life outside of her husband's political career.
  • C. Joshua Hastert
    Joshua Hastert is an American businessman and the son of former U.S. Speaker of the House Dennis Hastert.
  • D. Bob Sensenbrenner
    Bob Sensenbrenner is a member of the Sensenbrenner family, known primarily as the son of longtime Republican U.S. Congressman Jim Sensenbrenner.
  • E. Jim Sensenbrenner
    Jim Sensenbrenner is a long-serving Republican former U.S. Representative from Wisconsin known for his influential role in shaping major legislation on surveillance, civil liberties, and the judiciary.
  • 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: succeededInOfficeAsSpeaker
Context triple: [Newt Gingrich, succeededInOfficeAsSpeaker, Dennis Hastert]
  • A. succeededAsSpeakerBy chosen
    Indicates that one entity took over the role or position of speaker from another entity as their successor.
  • B. term end as Speaker of the U.S. House of Representatives
    Indicates that an individual’s period of service holding the position of Speaker of the U.S. House of Representatives has concluded on a specified date.
  • C. succeededInOffice
    Indicates that one officeholder directly followed another in holding the same official position.
  • D. SpeakerOfTheHouse
    Indicates that the subject holds the position of Speaker of the House in a legislative body, presiding over its sessions and proceedings.
  • E. succeededInOfficeAsSenatorBy
    Indicates that one senator left office and was directly followed in that same senatorial position by another specific senator.
  • 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_69d6ab6856488190b5d31178d5015f8e completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d9380a5e78819086bd4dfe9a83d1f5 completed April 10, 2026, 5:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69f63eec11688190a317f9e692b23ca5 completed May 2, 2026, 6:14 p.m.
PD Predicate disambiguation batch_69d91c4a66cc819083ce6fcaf5042af6 completed April 10, 2026, 3:50 p.m.
Created at: April 8, 2026, 9:52 p.m.