Triple

T12544981
Position Surface form Disambiguated ID Type / Status
Subject Clinton impeachment E299937 entity
Predicate houseSpeakerAtTime 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: [Clinton impeachment, houseSpeakerAtTime, Newt Gingrich]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Newt Gingrich
Context triple: [Clinton impeachment, houseSpeakerAtTime, 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. Gary Bauer
    Gary Bauer is an American conservative activist and former U.S. presidential candidate known for his strong evangelical Christian views and leadership roles in right-wing political organizations.
  • D. 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.
  • E. Patrick Meese
    Patrick Meese is an American musician best known as a member of the soul and rock band Nathaniel Rateliff & The Night Sweats.
  • 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: houseSpeakerAtTime
Context triple: [Clinton impeachment, houseSpeakerAtTime, 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. currentSpeakerAssumedOffice
    Indicates that the person who is currently serving as speaker has taken up or begun holding a particular office or position.
  • C. 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.
  • D. representedInCongressBy
    Indicates that one entity serves as the official congressional representative (e.g., legislator) for another entity (such as a person, group, or geographic area).
  • E. precededInOfficeAsSpeaker
    Indicates that one individual previously held the position of Speaker of an office or assembly before another individual, directly preceding them in that role.
  • 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_69d6ada707008190aaec1238117c9379 completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d95f5507b481908d13cc317b7402f6 completed April 10, 2026, 8:36 p.m.
NED1 Entity disambiguation (via context triple) batch_69f655801cac8190b1f9a72f8fed0399 completed May 2, 2026, 7:50 p.m.
PD Predicate disambiguation batch_69d95410d0b0819097646edd1b837104 completed April 10, 2026, 7:48 p.m.
Created at: April 8, 2026, 9:57 p.m.