Triple

T6956810
Position Surface form Disambiguated ID Type / Status
Subject Springfield, Missouri E161263 entity
Predicate hasCollege P113 FINISHED
Object Ozarks Technical Community College
Ozarks Technical Community College is a public community college system in Missouri offering career, technical, and transfer-focused education programs.
 E631176 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: Ozarks Technical Community College | Statement: [Springfield, Missouri, hasCollege, Ozarks Technical Community College]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ozarks Technical Community College
Context triple: [Springfield, Missouri, hasCollege, Ozarks Technical Community College]
  • A. Labette Community College
    Labette Community College is a public two-year community college serving students in and around Labette County in southeastern Kansas.
  • B. Flint Hills Technical College
    Flint Hills Technical College is a public two-year institution in Emporia, Kansas, offering career and technical education programs in fields such as healthcare, technology, and skilled trades.
  • C. 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.
  • D. Richland Community College
    Richland Community College is a public two-year institution offering associate degrees, certificates, and workforce training programs to students in the Decatur, Illinois region.
  • E. John Wood Community College
    John Wood Community College is a public two-year institution in Quincy, Illinois, 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: Ozarks Technical Community College
Triple: [Springfield, Missouri, hasCollege, Ozarks Technical Community College]
Generated description
Ozarks Technical Community College is a public community college system in Missouri offering career, technical, and transfer-focused education programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ozarks Technical Community College
Target entity description: Ozarks Technical Community College is a public community college system in Missouri offering career, technical, and transfer-focused education programs.
  • A. Labette Community College
    Labette Community College is a public two-year community college serving students in and around Labette County in southeastern Kansas.
  • B. Flint Hills Technical College
    Flint Hills Technical College is a public two-year institution in Emporia, Kansas, offering career and technical education programs in fields such as healthcare, technology, and skilled trades.
  • C. 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.
  • D. Richland Community College
    Richland Community College is a public two-year institution offering associate degrees, certificates, and workforce training programs to students in the Decatur, Illinois region.
  • E. John Wood Community College
    John Wood Community College is a public two-year institution in Quincy, Illinois, 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_69c68852a9a0819097797e31d492e273 completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6dad0e52081908b524dc6a66bab01 completed March 27, 2026, 7:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7588e2c5c8190a66a0205f3c2bf99 completed March 28, 2026, 4:26 a.m.
NEDg Description generation batch_69c7598d785881909a79ec6be6546a1c completed March 28, 2026, 4:31 a.m.
NED2 Entity disambiguation (via description) batch_69c75a0b33788190a120c42f901ac56e completed March 28, 2026, 4:33 a.m.
Created at: March 27, 2026, 2:29 p.m.