Triple

T18180380
Position Surface form Disambiguated ID Type / Status
Subject 2022 United States Senate election in Pennsylvania E435263 entity
Predicate DemocraticPrimaryWinner P4176 FINISHED
Object John Fetterman — 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: John Fetterman | Statement: [2022 United States Senate election in Pennsylvania, DemocraticPrimaryWinner, John Fetterman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John Fetterman
Context triple: [2022 United States Senate election in Pennsylvania, DemocraticPrimaryWinner, John Fetterman]
  • A. John Fetterman chosen
    John Fetterman is an American politician and Democrat who served as mayor of Braddock, Pennsylvania, later becoming lieutenant governor of Pennsylvania and a U.S. senator known for his progressive views and unconventional style.
  • B. Conor Lamb
    Conor Lamb is an American Democratic politician and former U.S. Representative from Pennsylvania known for his moderate positions and service as a Marine Corps veteran.
  • C. Lou Barletta
    Lou Barletta is an American Republican politician and former U.S. Representative from Pennsylvania known for his hardline stance on illegal immigration.
  • D. 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.
  • E. David Barbour
    David Barbour is a television producer and creator best known for developing the Australian reality renovation series "The Block."
  • 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: DemocraticPrimaryWinner
Context triple: [2022 United States Senate election in Pennsylvania, DemocraticPrimaryWinner, John Fetterman]
  • A. democraticPrimaryLoser
    Indicates that an entity is a candidate who participated in a Democratic primary election and did not win that primary.
  • B. democraticNominee
    Indicates that one entity is the officially selected Democratic Party candidate for the position or role associated with the other entity.
  • C. democraticNominationContender
    Indicates that an entity is a candidate actively competing for the Democratic Party’s nomination for a particular political office.
  • D. wonPrimary chosen
    Indicates that a candidate secured victory in a primary election against their competitors.
  • E. partyPresidentialNomineeOf
    Indicates that a person is the officially selected presidential nominee representing a particular political party.
  • F. None of above.

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_69d8b90c7ec081909b4694ccecb449c6 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4dffa75a081908dad0dcbd736172d completed April 19, 2026, 2 p.m.
PD Predicate disambiguation batch_69e4331e92408190ad607ba4956a3897 completed April 19, 2026, 1:42 a.m.
Created at: April 10, 2026, 10:31 a.m.