Triple

T7106262
Position Surface form Disambiguated ID Type / Status
Subject Pennsylvania's 21st congressional district E165591 entity
Predicate formerRepresentative P13875 FINISHED
Object Tom Ridge E31269 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: Tom Ridge | Statement: [Pennsylvania's 21st congressional district, formerRepresentative, Tom Ridge]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tom Ridge
Context triple: [Pennsylvania's 21st congressional district, formerRepresentative, Tom Ridge]
  • A. Tom Ridge chosen
    Tom Ridge is an American politician and former governor of Pennsylvania who became the inaugural U.S. Secretary of Homeland Security, helping to shape the nation’s post-9/11 security framework.
  • B. Thomas P. Corbett
    Thomas P. Corbett, better known as Boston Corbett, was the Union Army soldier famed for killing John Wilkes Booth, the assassin of President Abraham Lincoln.
  • C. Thomas H. Kean
    Thomas H. Kean is an American Republican politician and former governor of New Jersey who is best known for chairing the national commission that investigated the September 11, 2001 terrorist attacks.
  • D. Martin McKee
    Martin McKee is a prominent public health physician and researcher known for his work on health policy, health systems, and the impacts of social and political change on population health.
  • E. Robert P. Casey
    Robert P. Casey was a Democratic governor of Pennsylvania known for his anti-abortion stance and central role in the landmark U.S. Supreme Court case Planned Parenthood v. Casey.
  • 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: formerRepresentative
Context triple: [Pennsylvania's 21st congressional district, formerRepresentative, Tom Ridge]
  • A. ALRepresentative
    Indicates that one entity serves as an official representative or delegate acting on behalf of another entity.
  • B. lastIncumbent chosen
    Indicates that the subject is the most recent person or entity to have held a particular position, office, or role before the current one.
  • C. representativeOfState
    Indicates that an entity serves as an official representative or agent acting on behalf of a particular state or government.
  • D. recalledOfficeholder
    Indicates that an officeholder has been removed from their position through a formal recall process.
  • E. NLRepresentative
    Indicates a relationship where one entity serves as an official representative or delegate for another within the Netherlands.
  • 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_69c6888120f081908f8f01b201dc4a4c completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6e5b9f13c8190a14898f241ec17a4 completed March 27, 2026, 8:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7ad83aa288190b06262ac9898f5c1 completed March 28, 2026, 10:29 a.m.
PD Predicate disambiguation batch_69c6e1c313e481908b61a23fc89f9332 completed March 27, 2026, 8 p.m.
Created at: March 27, 2026, 2:42 p.m.