Triple

T22308246
Position Surface form Disambiguated ID Type / Status
Subject Elizabeth Sherwood-Randall E551442 entity
Predicate workedInGovernmentOf P57154 FINISHED
Object Barack Obama administration 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: Barack Obama administration | Statement: [Elizabeth Sherwood-Randall, workedInGovernmentOf, Barack Obama administration]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Barack Obama administration
Context triple: [Elizabeth Sherwood-Randall, workedInGovernmentOf, Barack Obama administration]
  • A. Barack Obama presidency chosen
    The Barack Obama presidency was the two-term administration of the 44th President of the United States, marked by the Affordable Care Act, the recovery from the Great Recession, and a foreign policy emphasizing multilateralism and the killing of Osama bin Laden.
  • B. Clinton administration
    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.
  • C. Biden administration
    The Biden administration is the U.S. presidential administration led by President Joe Biden, beginning in January 2021 and characterized by initiatives on COVID-19 relief, infrastructure, climate policy, and economic recovery.
  • D. Bartlet administration
    The Bartlet administration is the fictional presidential government led by President Josiah Bartlet in the television series "The West Wing."
  • E. Washington administration
    The Washington administration was the first presidential administration of the United States, led by George Washington from 1789 to 1797, during which many foundational institutions and policies of the new federal government were established.
  • 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: workedInGovernmentOf
Context triple: [Elizabeth Sherwood-Randall, workedInGovernmentOf, Barack Obama administration]
  • A. workedUnderGovernmentOf chosen
    Indicates that an entity was employed by, served within, or operated under the authority of a specific government or its administrative bodies.
  • B. servedInGovernmentWith
    Indicates that two individuals held positions in the same government or administration during an overlapping period of time.
  • C. hasBeenInGovernmentUntil
    Indicates that an entity held a government position continuously up to a specified end time or date.
  • D. governingBodyWorkedUnder
    Indicates that one entity served or operated under the authority, direction, or administration of a particular governing body.
  • E. usedInGovernmentBody
    Indicates that an entity is employed by, serves within, or is otherwise functionally involved in the operations of a government body.
  • 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_69e11e46c0188190800181a4233f28fe completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f1574c8a248190bf5eef5be78381fd completed April 29, 2026, 12:56 a.m.
PD Predicate disambiguation batch_69e72ffa438481908f80879aef2a589b completed April 21, 2026, 8:06 a.m.
Created at: April 16, 2026, 8:41 p.m.