Triple

T2269414
Position Surface form Disambiguated ID Type / Status
Subject University of South Carolina E50621 entity
Predicate hasCampus P116 FINISHED
Object USC Beaufort
USC Beaufort is a regional campus of the University of South Carolina serving the Lowcountry area with undergraduate-focused academic programs.
 E50621 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 Beaufort | Statement: [University of South Carolina, hasCampus, USC Beaufort]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: USC Beaufort
Context triple: [University of South Carolina, hasCampus, USC Beaufort]
  • A. Clemson University
    Clemson University is a major public research university in Clemson, South Carolina, known for its strong engineering and science programs and prominent NCAA Division I athletic teams.
  • B. 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.
  • C. East Carolina University
    East Carolina University is a public research university in Greenville, North Carolina, known for its strong programs in health sciences, business, and education.
  • D. Charleston Southern University
    Charleston Southern University is a private Christian university offering undergraduate and graduate programs, located near Charleston in South Carolina.
  • E. Francis Marion University
    Francis Marion University is a public university in Florence, South Carolina, named in honor of Revolutionary War hero Francis Marion and known for its strong regional focus on liberal arts and professional 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: USC Beaufort
Triple: [University of South Carolina, hasCampus, USC Beaufort]
Generated description
USC Beaufort is a regional campus of the University of South Carolina serving the Lowcountry area with undergraduate-focused academic programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: USC Beaufort
Target entity description: USC Beaufort is a regional campus of the University of South Carolina serving the Lowcountry area with undergraduate-focused academic programs.
  • A. Clemson University
    Clemson University is a major public research university in Clemson, South Carolina, known for its strong engineering and science programs and prominent NCAA Division I athletic teams.
  • B. University of South Carolina chosen
    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.
  • C. East Carolina University
    East Carolina University is a public research university in Greenville, North Carolina, known for its strong programs in health sciences, business, and education.
  • D. Charleston Southern University
    Charleston Southern University is a private Christian university offering undergraduate and graduate programs, located near Charleston in South Carolina.
  • E. Francis Marion University
    Francis Marion University is a public university in Florence, South Carolina, named in honor of Revolutionary War hero Francis Marion and known for its strong regional focus on liberal arts and professional programs.
  • 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_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_69ae71d70e488190a2f8276dd7a7bf9e completed March 9, 2026, 7:08 a.m.
NEDg Description generation batch_69ae7470e3ac8190ac6e8f7cd10a4262 completed March 9, 2026, 7:19 a.m.
NED2 Entity disambiguation (via description) batch_69ae751895808190aac33870d80aab55 completed March 9, 2026, 7:22 a.m.
Created at: March 4, 2026, 7:48 p.m.