Triple

T17119846
Position Surface form Disambiguated ID Type / Status
Subject Republican Party presidential primaries, 2012 E415435 entity
Predicate candidate P1223 FINISHED
Object Newt Gingrich E292458 NE FINISHED

How this triple was built (2 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: [Republican Party presidential primaries, 2012, candidate, Newt Gingrich]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Newt Gingrich
Context triple: [Republican Party presidential primaries, 2012, candidate, 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. Gingrich
    Gingrich is a surname most prominently associated with American political figure Newt Gingrich, former Speaker of the U.S. House of Representatives.
  • D. 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.
  • E. 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.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69d886d090cc8190a39cb94992586905 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3e8092b548190b45c1695be47edc2 completed April 18, 2026, 8:22 p.m.
NED1 Entity disambiguation (via context triple) batch_6a013a0e11108190bfcf858142aa9ff3 completed May 11, 2026, 2:08 a.m.
Created at: April 10, 2026, 5:36 a.m.