Triple

T12237720
Position Surface form Disambiguated ID Type / Status
Subject Walter Scheib E291642 entity
Predicate servedAsExecutiveChefFor P1827 FINISHED
Object Bill Clinton administration E54644 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: Bill Clinton administration | Statement: [Walter Scheib, servedAsExecutiveChefFor, Bill Clinton administration]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bill Clinton administration
Context triple: [Walter Scheib, servedAsExecutiveChefFor, Bill Clinton administration]
  • A. Bush administration
    The Bush administration refers to the U.S. presidential administration of George W. Bush from 2001 to 2009, marked by the War on Terror, the Iraq War, and significant domestic policy initiatives such as tax cuts and education reform.
  • B. George H. W. Bush administration
    The George H. W. Bush administration was the U.S. presidential administration from 1989 to 1993, noted for overseeing the end of the Cold War, the Gulf War, and significant shifts in global geopolitics.
  • C. Clinton administration chosen
    The Clinton administration was the U.S. presidential administration of Bill Clinton from 1993 to 2001, marked by economic expansion, welfare reform, and centrist "Third Way" policies.
  • D. Bartlet administration
    The Bartlet administration is the fictional presidential government led by President Josiah Bartlet in the television series "The West Wing."
  • E. Reagan administration
    The Reagan administration was the U.S. presidential administration of Ronald Reagan from 1981 to 1989, marked by conservative economic policies, a hardline stance against the Soviet Union, and major domestic initiatives including intensified federal efforts in the War on Drugs.
  • 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: servedAsExecutiveChefFor
Context triple: [Walter Scheib, servedAsExecutiveChefFor, Bill Clinton administration]
  • A. alsoServedAs
    Indicates that an entity held an additional role or position beyond the primary one already mentioned.
  • B. historicallyServedBy
    Indicates that an entity was provided with services or support by another entity during a past period of time.
  • C. knownForDish
    Indicates that an entity is recognized or notable for preparing, serving, or being associated with a particular dish.
  • D. chef
    Indicates that one entity serves as the cook or culinary professional responsible for preparing food for another entity or context.
  • E. servedAs chosen
    Indicates that one entity held and performed the role, position, or function associated with another entity for some period of time.
  • 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_69d6ab668acc8190963ba424049d6aee completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d924a3973c8190a882046963b320fb completed April 10, 2026, 4:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69f61e5ff68c81909d2796b24dd055f4 completed May 2, 2026, 3:55 p.m.
PD Predicate disambiguation batch_69d91c41bcbc81909782f4e3c571b218 completed April 10, 2026, 3:50 p.m.
Created at: April 8, 2026, 9:51 p.m.