Triple

T11531611
Position Surface form Disambiguated ID Type / Status
Subject 2020–2021 United States presidential transition E273434 entity
Predicate incomingAdministration P39366 FINISHED
Object Joe Biden administration E60160 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: Joe Biden administration | Statement: [2020–2021 United States presidential transition, incomingAdministration, Joe Biden administration]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Joe Biden administration
Context triple: [2020–2021 United States presidential transition, incomingAdministration, Joe Biden administration]
  • A. Biden administration chosen
    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.
  • 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. Trump administration
    The Trump administration was the U.S. federal executive branch under President Donald Trump from 2017 to 2021, marked by populist policies, unconventional political communication, and significant domestic and foreign policy shifts.
  • D. 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.
  • E. Johnson administration
    The Johnson administration refers to the U.S. presidency of Lyndon B. Johnson from 1963 to 1969, marked by the Great Society domestic reforms and deepening involvement in the Vietnam War.
  • 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: incomingAdministration
Context triple: [2020–2021 United States presidential transition, incomingAdministration, Joe Biden administration]
  • A. incomingGovernment chosen
    Indicates that a government is in the process of taking office or assuming power, succeeding a previous government.
  • B. enteredAdministration
    Indicates that an entity has formally begun serving in an administrative role or office within an organization or institution.
  • C. administrativelyIn
    Indicates that one entity is located within or belongs to the jurisdiction or governance area of another entity for administrative purposes.
  • D. coversAdministration
    Indicates that one entity is responsible for managing, overseeing, or handling the administrative aspects of another entity or activity.
  • E. administersFrom
    Indicates that an action, service, or process is carried out or managed starting from a particular source, location, or authority.
  • 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_69d6aae3fbec8190a14632a5df2538b6 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8839878948190b170e64629d6f2db completed April 10, 2026, 4:59 a.m.
NED1 Entity disambiguation (via context triple) batch_69e6856341b481909d2ee71893e6117b completed April 20, 2026, 7:58 p.m.
PD Predicate disambiguation batch_69d80879fdb48190be6dacc8aa63c809 completed April 9, 2026, 8:13 p.m.
Created at: April 8, 2026, 9:37 p.m.