Triple

T2269415
Position Surface form Disambiguated ID Type / Status
Subject University of South Carolina E50621 entity
Predicate hasCampus P116 FINISHED
Object USC Upstate
USC Upstate is a regional public university in the University of South Carolina system serving the Upstate region with undergraduate and select graduate programs.
E268249 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: USC Upstate | Statement: [University of South Carolina, hasCampus, USC Upstate]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: USC Upstate
Context triple: [University of South Carolina, hasCampus, USC Upstate]
  • A. University of North Carolina at Asheville
    The University of North Carolina at Asheville is a public liberal arts university in Asheville, North Carolina, known for its strong emphasis on undergraduate education and interdisciplinary studies.
  • B. Western Carolina University
    Western Carolina University is a public university located in Cullowhee, North Carolina, known for its regional engagement, professional programs, and membership in the University of North Carolina System.
  • C. Charleston Southern University
    Charleston Southern University is a private Christian university offering undergraduate and graduate programs, located near Charleston in South Carolina.
  • D. University of South Carolina
    The University of South Carolina is a major public research university in Columbia, South Carolina, known for its comprehensive academic programs and prominent NCAA Division I athletics.
  • E. USC Aiken
    USC Aiken is a regional public university in Aiken, South Carolina, known for its undergraduate-focused education and affiliation with the University of South Carolina system.
  • 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: USC Upstate
Triple: [University of South Carolina, hasCampus, USC Upstate]
Generated description
USC Upstate is a regional public university in the University of South Carolina system serving the Upstate region with undergraduate and select graduate programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: USC Upstate
Target entity description: USC Upstate is a regional public university in the University of South Carolina system serving the Upstate region with undergraduate and select graduate programs.
  • A. University of North Carolina at Asheville
    The University of North Carolina at Asheville is a public liberal arts university in Asheville, North Carolina, known for its strong emphasis on undergraduate education and interdisciplinary studies.
  • B. Western Carolina University
    Western Carolina University is a public university located in Cullowhee, North Carolina, known for its regional engagement, professional programs, and membership in the University of North Carolina System.
  • C. Charleston Southern University
    Charleston Southern University is a private Christian university offering undergraduate and graduate programs, located near Charleston in South Carolina.
  • D. University of South Carolina
    The University of South Carolina is a major public research university in Columbia, South Carolina, known for its comprehensive academic programs and prominent NCAA Division I athletics.
  • E. USC Aiken
    USC Aiken is a regional public university in Aiken, South Carolina, known for its undergraduate-focused education and affiliation with the University of South Carolina system.
  • 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_69a88b05910c8190a9a2b1ff230c85f9 completed March 4, 2026, 7:41 p.m.
NER Named-entity recognition batch_69abc1bd376c8190a43decde599f62e6 completed March 7, 2026, 6:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69aef08a105081908455f482c6b2a880 completed March 9, 2026, 4:08 p.m.
NEDg Description generation batch_69aef8380d24819092b6502117a8ed42 completed March 9, 2026, 4:41 p.m.
NED2 Entity disambiguation (via description) batch_69aef936b86c81908573ea73314fe6a9 completed March 9, 2026, 4:45 p.m.
Created at: March 4, 2026, 7:48 p.m.