Triple

T5005389
Position Surface form Disambiguated ID Type / Status
Subject University of South Florida E112477 entity
Predicate hasCampus P116 FINISHED
Object USF St. Petersburg
USF St. Petersburg is a regional campus of the University of South Florida located in downtown St. Petersburg, Florida, offering undergraduate and graduate programs with a focus on waterfront, urban, and research-oriented education.
E112477 NE FINISHED

How this triple was built (4 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 St. Petersburg | Statement: [University of South Florida, hasCampus, USF St. Petersburg]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: USF St. Petersburg
Context triple: [University of South Florida, hasCampus, USF St. Petersburg]
  • A. 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.
  • B. University of Tampa
    The University of Tampa is a private university known for its historic campus along the Hillsborough River and its business, arts, and sciences programs.
  • C. Florida State University Panama City campus
    Florida State University Panama City campus is a regional branch of Florida State University offering undergraduate and graduate programs on a waterfront site in Panama City, Florida.
  • D. Florida Atlantic University
    Florida Atlantic University is a public research university in Boca Raton, Florida, serving as a major academic institution within South Florida and the broader Miami metropolitan region.
  • E. University of West Florida
    The University of West Florida is a public university in Pensacola known for its coastal campus and academic programs serving the Florida Panhandle region.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: USF St. Petersburg
Triple: [University of South Florida, hasCampus, USF St. Petersburg]
Generated description
USF St. Petersburg is a regional campus of the University of South Florida located in downtown St. Petersburg, Florida, offering undergraduate and graduate programs with a focus on waterfront, urban, and research-oriented education.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: USF St. Petersburg
Target entity description: USF St. Petersburg is a regional campus of the University of South Florida located in downtown St. Petersburg, Florida, offering undergraduate and graduate programs with a focus on waterfront, urban, and research-oriented education.
  • A. University of South Florida chosen
    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.
  • B. University of Tampa
    The University of Tampa is a private university known for its historic campus along the Hillsborough River and its business, arts, and sciences programs.
  • C. Florida State University Panama City campus
    Florida State University Panama City campus is a regional branch of Florida State University offering undergraduate and graduate programs on a waterfront site in Panama City, Florida.
  • D. Florida Atlantic University
    Florida Atlantic University is a public research university in Boca Raton, Florida, serving as a major academic institution within South Florida and the broader Miami metropolitan region.
  • E. University of West Florida
    The University of West Florida is a public university in Pensacola known for its coastal campus and academic programs serving the Florida Panhandle region.
  • F. None of above.

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_69bd4433d0b08190877e83959ef40d81 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd72e63a0c8190abf697c2e3dc2bf0 completed March 20, 2026, 4:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69bea470ca3c81909e24b18e1e609dbd completed March 21, 2026, 2 p.m.
NEDg Description generation batch_69bea525d9088190b0b655687dd27630 completed March 21, 2026, 2:03 p.m.
NED2 Entity disambiguation (via description) batch_69bea594850881909cd683670b63a079 completed March 21, 2026, 2:05 p.m.
Created at: March 20, 2026, 1:35 p.m.