Triple

T18302522
Position Surface form Disambiguated ID Type / Status
Subject Universal Service Fund E438389 entity
Predicate hasAbbreviation P43 FINISHED
Object USF — 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: USF | Statement: [Universal Service Fund, hasAbbreviation, USF]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: USF
Context triple: [Universal Service Fund, hasAbbreviation, USF]
  • A. USF
    USF is a private Christian liberal arts university located in Sioux Falls, South Dakota.
  • B. University of South Florida
    The University of South Florida is a large public research university based in Tampa, Florida, known for its diverse academic programs and significant contributions to research and innovation.
  • C. FSU
    FSU is a public university in Framingham, Massachusetts, known for its undergraduate and graduate programs in liberal arts, sciences, and professional studies.
  • D. FSU
    FSU is a public university in Fresno, California, known for its academic programs, research, and NCAA Division I athletics as part of the California State University system.
  • E. USF Lone Mountain campus
    The USF Lone Mountain campus is a University of San Francisco hilltop campus in San Francisco known for its historic architecture and sweeping city views.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: USF
Target entity description: USF is the abbreviation for the Universal Service Fund, a U.S. federal program that subsidizes telecommunications and broadband services to ensure nationwide access, especially in rural and low-income areas.
  • A. USF
    USF is a private Christian liberal arts university located in Sioux Falls, South Dakota.
  • B. University of South Florida
    The University of South Florida is a large public research university based in Tampa, Florida, known for its diverse academic programs and significant contributions to research and innovation.
  • C. FSU
    FSU is a public university in Fresno, California, known for its academic programs, research, and NCAA Division I athletics as part of the California State University system.
  • D. FSU
    FSU is a public university in Framingham, Massachusetts, known for its undergraduate and graduate programs in liberal arts, sciences, and professional studies.
  • E. USF Lone Mountain campus
    The USF Lone Mountain campus is a University of San Francisco hilltop campus in San Francisco known for its historic architecture and sweeping city views.
  • F. None of above. chosen

Provenance (2 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_69d8b915e3e881909125d760c15d0c29 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e50180ac48819090e9a8f11ba10c3d completed April 19, 2026, 4:23 p.m.
Created at: April 10, 2026, 10:35 a.m.