Triple

T20504338
Position Surface form Disambiguated ID Type / Status
Subject USF apparel E503387 entity
Predicate soldAt P15059 FINISHED
Object USF campus bookstore
The USF campus bookstore is the official on-campus retail store for the University of South Florida, offering textbooks, school supplies, and university-branded merchandise to students, faculty, and fans.
 E1434726 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 campus bookstore | Statement: [USF apparel, soldAt, USF campus bookstore]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: USF campus bookstore
Context triple: [USF apparel, soldAt, USF campus bookstore]
  • A. 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.
  • B. USF College of Arts and Sciences
    The USF College of Arts and Sciences is the largest academic unit of the University of South Florida, offering a wide range of undergraduate and graduate programs across the humanities, social sciences, and natural sciences.
  • C. USF
    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.
  • D. USF
    USF is a private Christian liberal arts university located in Sioux Falls, South Dakota.
  • E. USF College of Education
    USF College of Education is the education-focused academic unit of the University of South Florida, offering teacher preparation, educational leadership, and related programs.
  • 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 campus bookstore
Triple: [USF apparel, soldAt, USF campus bookstore]
Generated description
The USF campus bookstore is the official on-campus retail store for the University of South Florida, offering textbooks, school supplies, and university-branded merchandise to students, faculty, and fans.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: USF campus bookstore
Target entity description: The USF campus bookstore is the official on-campus retail store for the University of South Florida, offering textbooks, school supplies, and university-branded merchandise to students, faculty, and fans.
  • A. 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.
  • B. USF College of Arts and Sciences
    The USF College of Arts and Sciences is the largest academic unit of the University of South Florida, offering a wide range of undergraduate and graduate programs across the humanities, social sciences, and natural sciences.
  • C. USF
    USF is a private Christian liberal arts university located in Sioux Falls, South Dakota.
  • D. USF
    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.
  • E. USF College of Education
    USF College of Education is the education-focused academic unit of the University of South Florida, offering teacher preparation, educational leadership, and related programs.
  • 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_69e0b4b1e52c8190894281cf7e3283ab completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e69dc539908190a18918fd9b7a829d completed April 20, 2026, 9:42 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0893c1a0648190846fc415e5469749 completed May 16, 2026, 3:56 p.m.
NEDg Description generation batch_6a0894753bb08190a9c07a9264b2b292 completed May 16, 2026, 3:59 p.m.
NED2 Entity disambiguation (via description) batch_6a08952b742c8190b00f806ab772e46d completed May 16, 2026, 4:02 p.m.
Created at: April 16, 2026, 11:35 a.m.