Triple

T3022531
Position Surface form Disambiguated ID Type / Status
Subject 1998 California gubernatorial election E82494 entity
Predicate republicanPrimaryWinner P4176 FINISHED
Object Dan Lungren E320809 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: Dan Lungren | Statement: [1998 California gubernatorial election, republicanPrimaryWinner, Dan Lungren]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dan Lungren
Context triple: [1998 California gubernatorial election, republicanPrimaryWinner, Dan Lungren]
  • A. Dan Lungren chosen
    Dan Lungren is an American Republican politician and former California Attorney General who later served as a U.S. Representative in Congress.
  • B. Ron Dellums
    Ron Dellums was a prominent African American congressman and anti-war activist from California known for his leadership on civil rights, social justice, and opposition to apartheid.
  • C. John Garamendi
    John Garamendi is an American politician and public official who has served in roles including California insurance commissioner and U.S. Representative.
  • D. Don Roberts
    Don Roberts is a software engineer and author known for his contributions to object-oriented design and refactoring, including work on the influential book "Refactoring: Improving the Design of Existing Code."
  • E. Newton Cantwell
    Newton Cantwell was a Jehovah’s Witness whose door-to-door religious advocacy led to the landmark U.S. Supreme Court case Cantwell v. Connecticut, which significantly expanded First Amendment protections for religious freedom and free speech.
  • 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: republicanPrimaryWinner
Context triple: [1998 California gubernatorial election, republicanPrimaryWinner, Dan Lungren]
  • A. republicanNominee
    Indicates that the subject is the officially selected Republican Party candidate for the specified office or election.
  • B. republicanPrimaryStartDate
    Indicates the date on which a Republican Party primary election begins.
  • C. ranPresidentialCandidate
    Indicates that the subject has been a candidate in a presidential election.
  • D. democraticNominee
    Indicates that one entity is the officially selected Democratic Party candidate for the position or role associated with the other entity.
  • E. wonPrimary chosen
    Indicates that a candidate secured victory in a primary election against their competitors.
  • 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_69ad8b1fb34081908c1b873e2b7273e1 completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad9a963034819093d96566e9b0cea9 completed March 8, 2026, 3:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69b20342ccf88190880b21f72948a4d3 completed March 12, 2026, 12:05 a.m.
PD Predicate disambiguation batch_69ad961c430c8190ac48f2e3c7e7c649 completed March 8, 2026, 3:30 p.m.
Created at: March 8, 2026, 3 p.m.