Triple

T14053996
Position Surface form Disambiguated ID Type / Status
Subject Colorado Community College System E338164 entity
Predicate hasPart P35 FINISHED
Object Front Range Community College
Front Range Community College is a public two-year college in Colorado offering associate degrees, certificates, and transfer programs across multiple campuses along the northern Front Range.
E1082997 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: Front Range Community College | Statement: [Colorado Community College System, hasPart, Front Range Community College]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Front Range Community College
Context triple: [Colorado Community College System, hasPart, Front Range Community College]
  • A. Arapahoe Community College
    Arapahoe Community College is a public community college offering two-year degrees and certificate programs, primarily serving students in the south Denver metropolitan area.
  • B. Community College of Denver
    Community College of Denver is a public community college in Denver, Colorado, offering two-year degrees, certificates, and transfer programs to a diverse urban student population.
  • C. Fort Scott Community College
    Fort Scott Community College is a public two-year community college in Fort Scott, Kansas, offering associate degrees, technical programs, and workforce training for the surrounding region.
  • D. Pueblo Community College
    Pueblo Community College is a public two-year college in Pueblo, Colorado, offering associate degrees, certificates, and workforce training programs to students in the region.
  • E. Pikes Peak State College
    Pikes Peak State College is a public community college in Colorado that offers 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: Front Range Community College
Triple: [Colorado Community College System, hasPart, Front Range Community College]
Generated description
Front Range Community College is a public two-year college in Colorado offering associate degrees, certificates, and transfer programs across multiple campuses along the northern Front Range.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Front Range Community College
Target entity description: Front Range Community College is a public two-year college in Colorado offering associate degrees, certificates, and transfer programs across multiple campuses along the northern Front Range.
  • A. Arapahoe Community College
    Arapahoe Community College is a public community college offering two-year degrees and certificate programs, primarily serving students in the south Denver metropolitan area.
  • B. Community College of Denver
    Community College of Denver is a public community college in Denver, Colorado, offering two-year degrees, certificates, and transfer programs to a diverse urban student population.
  • C. Fort Scott Community College
    Fort Scott Community College is a public two-year community college in Fort Scott, Kansas, offering associate degrees, technical programs, and workforce training for the surrounding region.
  • D. Pueblo Community College
    Pueblo Community College is a public two-year college in Pueblo, Colorado, offering associate degrees, certificates, and workforce training programs to students in the region.
  • E. Pikes Peak State College
    Pikes Peak State College is a public community college in Colorado that offers 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_69d81c67ba6c819091935650dfb3b895 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de3c8bc54c8190a12f0fc056568538 completed April 14, 2026, 1:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69fcf7da9414819094d81e5a6ac9fbf9 completed May 7, 2026, 8:36 p.m.
NEDg Description generation batch_69fcf8ab75e48190b6214d5d98b235f8 completed May 7, 2026, 8:40 p.m.
NED2 Entity disambiguation (via description) batch_69fcf90e069c8190804019fa0cfaad8f completed May 7, 2026, 8:41 p.m.
Created at: April 9, 2026, 10:20 p.m.