Triple

T10922340
Position Surface form Disambiguated ID Type / Status
Subject Kentucky Community and Technical College System E257978 entity
Predicate hasPart P35 FINISHED
Object Ashland Community and Technical College
Ashland Community and Technical College is a public two-year institution in Kentucky offering associate degrees, technical programs, and workforce training to serve regional educational and career needs.
E893967 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: Ashland Community and Technical College | Statement: [Kentucky Community and Technical College System, hasPart, Ashland Community and Technical College]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ashland Community and Technical College
Context triple: [Kentucky Community and Technical College System, hasPart, Ashland Community and Technical College]
  • A. Ashland College
    Ashland College is a former name of Ashland University, a private institution in Ashland, Ohio, known for its liberal arts and professional programs.
  • B. Ashland main campus
    Ashland main campus is the primary campus of Southern Oregon University, located in Ashland, Oregon and serving as the institution’s central hub for academic and student life.
  • C. Jefferson Community College
    Jefferson Community College is a public two-year college serving the higher education and workforce training needs of the Watertown, New York region.
  • D. Heartland Community College
    Heartland Community College is a public two-year college serving the Bloomington–Normal area of Illinois with associate degrees, certificates, and transfer programs.
  • E. Sinclair Community College
    Sinclair Community College is a large public community college based in Dayton, Ohio, offering a wide range of associate degrees, certificates, and workforce training 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: Ashland Community and Technical College
Triple: [Kentucky Community and Technical College System, hasPart, Ashland Community and Technical College]
Generated description
Ashland Community and Technical College is a public two-year institution in Kentucky offering associate degrees, technical programs, and workforce training to serve regional educational and career needs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ashland Community and Technical College
Target entity description: Ashland Community and Technical College is a public two-year institution in Kentucky offering associate degrees, technical programs, and workforce training to serve regional educational and career needs.
  • A. Ashland College
    Ashland College is a former name of Ashland University, a private institution in Ashland, Ohio, known for its liberal arts and professional programs.
  • B. Ashland main campus
    Ashland main campus is the primary campus of Southern Oregon University, located in Ashland, Oregon and serving as the institution’s central hub for academic and student life.
  • C. Jefferson Community College
    Jefferson Community College is a public two-year college serving the higher education and workforce training needs of the Watertown, New York region.
  • D. Heartland Community College
    Heartland Community College is a public two-year college serving the Bloomington–Normal area of Illinois with associate degrees, certificates, and transfer programs.
  • E. Sinclair Community College
    Sinclair Community College is a large public community college based in Dayton, Ohio, offering a wide range of associate degrees, certificates, and workforce training 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_69d6aa864ed88190818280ab6791d065 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d7708d1fb88190bb33b72d4330ce11 completed April 9, 2026, 9:25 a.m.
NED1 Entity disambiguation (via context triple) batch_69e2172894d88190b7b27f78e9fd1521 completed April 17, 2026, 11:19 a.m.
NEDg Description generation batch_69e21d8a2e6881909b33cbe4ab919315 completed April 17, 2026, 11:46 a.m.
NED2 Entity disambiguation (via description) batch_69e21eaa1e9881909f3b276e0ff0c511 completed April 17, 2026, 11:51 a.m.
Created at: April 8, 2026, 9:22 p.m.