Triple

T15617091
Position Surface form Disambiguated ID Type / Status
Subject Castleton, Vermont E375443 entity
Predicate hasEducationalInstitution P113 FINISHED
Object Castleton University
Castleton University is a public liberal arts university in Castleton, Vermont, known for its small-campus setting and undergraduate-focused education.
 E1166022 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: Castleton University | Statement: [Castleton, Vermont, hasEducationalInstitution, Castleton University]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Castleton University
Context triple: [Castleton, Vermont, hasEducationalInstitution, Castleton University]
  • A. Shenandoah University
    Shenandoah University is a private liberal arts university based in Winchester, Virginia, known for its programs in the arts, health professions, and business, and for serving the broader Northern Virginia region.
  • B. Salisbury University
    Salisbury University is a public university in Salisbury, Maryland, known for its liberal arts and professional programs within the University System of Maryland.
  • C. Thomas University
    Thomas University is a private university located in Thomasville, Georgia, offering undergraduate and graduate degree programs.
  • D. Shepherd University
    Shepherd University is a public liberal arts university located in Shepherdstown, West Virginia, offering undergraduate and graduate programs across a range of disciplines.
  • E. Patrick & Henry Community College
    Patrick & Henry Community College is a public two-year institution in Martinsville, Virginia, offering associate degrees, certificates, and workforce training programs for local and regional students.
  • 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: Castleton University
Triple: [Castleton, Vermont, hasEducationalInstitution, Castleton University]
Generated description
Castleton University is a public liberal arts university in Castleton, Vermont, known for its small-campus setting and undergraduate-focused education.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Castleton University
Target entity description: Castleton University is a public liberal arts university in Castleton, Vermont, known for its small-campus setting and undergraduate-focused education.
  • A. Shenandoah University
    Shenandoah University is a private liberal arts university based in Winchester, Virginia, known for its programs in the arts, health professions, and business, and for serving the broader Northern Virginia region.
  • B. Salisbury University
    Salisbury University is a public university in Salisbury, Maryland, known for its liberal arts and professional programs within the University System of Maryland.
  • C. Thomas University
    Thomas University is a private university located in Thomasville, Georgia, offering undergraduate and graduate degree programs.
  • D. Shepherd University
    Shepherd University is a public liberal arts university located in Shepherdstown, West Virginia, offering undergraduate and graduate programs across a range of disciplines.
  • E. Patrick & Henry Community College
    Patrick & Henry Community College is a public two-year institution in Martinsville, Virginia, offering associate degrees, certificates, and workforce training programs for local and regional students.
  • 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_69d85ccf2794819096cda4cbcb02d478 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04e980b748190b43c0b650bf1e629 completed April 16, 2026, 2:51 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff56dd1e4c819090bf3cd4425b39b7 completed May 9, 2026, 3:46 p.m.
NEDg Description generation batch_69ff577e0ed08190a8f10f9e57c0e967 completed May 9, 2026, 3:49 p.m.
NED2 Entity disambiguation (via description) batch_69ff584b7b28819096fd2fad58ca32d6 completed May 9, 2026, 3:52 p.m.
Created at: April 10, 2026, 4:13 a.m.