Triple

T18180334
Position Surface form Disambiguated ID Type / Status
Subject John Fetterman E435262 entity
Predicate precededBy P97 FINISHED
Object Pat Toomey NE NERFINISHED

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: Pat Toomey | Statement: [John Fetterman, precededBy, Pat Toomey]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Pat Toomey
Context triple: [John Fetterman, precededBy, Pat Toomey]
  • A. Ted Kaufman
    Ted Kaufman is an American politician and longtime adviser to Joe Biden who briefly served as a U.S. senator from Delaware and later helped oversee Biden’s presidential transition.
  • B. Glenn Thompson
    Glenn Thompson is an Australian musician best known as a drummer and multi-instrumentalist associated with the indie rock band The Go-Betweens.
  • C. Glenn Thompson
    Glenn Thompson is a Republican U.S. Congressman from Pennsylvania who has served in the House of Representatives since 2009, focusing on agriculture, rural issues, and veterans’ affairs.
  • D. Chris Coons
    Chris Coons is a United States Senator from Delaware and a member of the Democratic Party known for his work on foreign relations and bipartisan legislation.
  • E. Robert Latta
    Robert Latta is an American Republican politician serving as the U.S. Representative for Ohio's 5th congressional district.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Pat Toomey
Target entity description: Pat Toomey is an American Republican politician and former U.S. senator from Pennsylvania known for his fiscally conservative and pro-free-market positions.
  • A. Ted Kaufman
    Ted Kaufman is an American politician and longtime adviser to Joe Biden who briefly served as a U.S. senator from Delaware and later helped oversee Biden’s presidential transition.
  • B. Glenn Thompson
    Glenn Thompson is an Australian musician best known as a drummer and multi-instrumentalist associated with the indie rock band The Go-Betweens.
  • C. Glenn Thompson
    Glenn Thompson is a Republican U.S. Congressman from Pennsylvania who has served in the House of Representatives since 2009, focusing on agriculture, rural issues, and veterans’ affairs.
  • D. Chris Coons
    Chris Coons is a United States Senator from Delaware and a member of the Democratic Party known for his work on foreign relations and bipartisan legislation.
  • E. Robert Latta
    Robert Latta is an American Republican politician serving as the U.S. Representative for Ohio's 5th congressional district.
  • F. None of above. chosen

Provenance (2 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_69d8b90c7ec081909b4694ccecb449c6 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4dffa75a081908dad0dcbd736172d completed April 19, 2026, 2 p.m.
Created at: April 10, 2026, 10:31 a.m.