Triple

T2184280
Position Surface form Disambiguated ID Type / Status
Subject Infrastructure Investment and Jobs Act E49113 entity
Predicate associatedWithAdministration P37165 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: [Infrastructure Investment and Jobs Act, associatedWithAdministration, Joe Biden administration]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Joe Biden administration
Context triple: [Infrastructure Investment and Jobs Act, associatedWithAdministration, 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: associatedWithAdministration
Context triple: [Infrastructure Investment and Jobs Act, associatedWithAdministration, Joe Biden administration]
  • A. coAdministersWith
    Indicates that one entity is administered together with another entity, typically at the same time or as part of the same treatment or process.
  • B. administersFrom
    Indicates that an action, service, or process is carried out or managed starting from a particular source, location, or authority.
  • C. administeredBy
    Indicates that an action, service, or process is carried out, managed, or overseen by a specified agent or authority.
  • D. administeredWith
    Indicates that two or more treatments, drugs, or interventions are given to a patient at the same time or as part of the same therapeutic regimen.
  • E. associatedWithManager
    Indicates that an entity has a managerial connection or relationship with a specific manager.
  • F. None of above. chosen

Provenance (5 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_69a88aa72d348190a9544bb5b8a4e71d completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abbf9e99f08190892d34485c8f2f25 completed March 7, 2026, 6:03 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae654016a88190a242d43491f0726c completed March 9, 2026, 6:14 a.m.
PD Predicate disambiguation batch_69abbda32d1881909d1fd83a751fb21c completed March 7, 2026, 5:54 a.m.
PDg Predicate description generation batch_69abbf9c77fc8190a323bcaf644fb2c5 completed March 7, 2026, 6:03 a.m.
Created at: March 4, 2026, 7:45 p.m.