Triple

T15173543
Position Surface form Disambiguated ID Type / Status
Subject University of Arkansas System E362548 entity
Predicate hasMember P10 FINISHED
Object Cossatot Community College of the University of Arkansas
Cossatot Community College of the University of Arkansas is a public two-year institution in southwest Arkansas offering associate degrees, technical programs, and workforce training as part of the University of Arkansas System.
E1145429 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: Cossatot Community College of the University of Arkansas | Statement: [University of Arkansas System, hasMember, Cossatot Community College of the University of Arkansas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cossatot Community College of the University of Arkansas
Context triple: [University of Arkansas System, hasMember, Cossatot Community College of the University of Arkansas]
  • A. South Arkansas Community College
    South Arkansas Community College is a public two-year institution offering associate degrees, technical programs, and workforce training to students in southern Arkansas.
  • B. University of Arkansas Community College at Batesville
    The University of Arkansas Community College at Batesville is a public two-year institution in Batesville, Arkansas, offering associate degrees, technical programs, and workforce training as part of the University of Arkansas System.
  • C. University of Arkansas Community College at Morrilton
    The University of Arkansas Community College at Morrilton is a public two-year institution in Morrilton, Arkansas, offering associate degrees, technical programs, and workforce training as part of the University of Arkansas System.
  • D. NorthWest Arkansas Community College
    NorthWest Arkansas Community College is a public two-year institution in northwest Arkansas offering associate degrees, certificates, and workforce training programs.
  • E. University of Central Arkansas
    The University of Central Arkansas is a public university in Conway, Arkansas, known in part for being the alma mater of Basketball Hall of Famer Scottie Pippen.
  • 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: Cossatot Community College of the University of Arkansas
Triple: [University of Arkansas System, hasMember, Cossatot Community College of the University of Arkansas]
Generated description
Cossatot Community College of the University of Arkansas is a public two-year institution in southwest Arkansas offering associate degrees, technical programs, and workforce training as part of the University of Arkansas System.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cossatot Community College of the University of Arkansas
Target entity description: Cossatot Community College of the University of Arkansas is a public two-year institution in southwest Arkansas offering associate degrees, technical programs, and workforce training as part of the University of Arkansas System.
  • A. South Arkansas Community College
    South Arkansas Community College is a public two-year institution offering associate degrees, technical programs, and workforce training to students in southern Arkansas.
  • B. University of Arkansas Community College at Batesville
    The University of Arkansas Community College at Batesville is a public two-year institution in Batesville, Arkansas, offering associate degrees, technical programs, and workforce training as part of the University of Arkansas System.
  • C. University of Arkansas Community College at Morrilton
    The University of Arkansas Community College at Morrilton is a public two-year institution in Morrilton, Arkansas, offering associate degrees, technical programs, and workforce training as part of the University of Arkansas System.
  • D. NorthWest Arkansas Community College
    NorthWest Arkansas Community College is a public two-year institution in northwest Arkansas offering associate degrees, certificates, and workforce training programs.
  • E. University of Central Arkansas
    The University of Central Arkansas is a public university in Conway, Arkansas, known in part for being the alma mater of Basketball Hall of Famer Scottie Pippen.
  • 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_69d85a087b7c81908baa94a53dac8d68 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e006501b488190a2ab09dbf1532571 completed April 15, 2026, 9:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69fedd27f2f481909dc26889c973932e completed May 9, 2026, 7:07 a.m.
NEDg Description generation batch_69fedfa13fc88190a01cf179bcf0aef4 completed May 9, 2026, 7:17 a.m.
NED2 Entity disambiguation (via description) batch_69fee0f3a71c81909ce3f62df78cc47f completed May 9, 2026, 7:23 a.m.
Created at: April 10, 2026, 3:09 a.m.