Triple

T631688
Position Surface form Disambiguated ID Type / Status
Subject Denton County, Texas E15938 entity
Predicate hasHigherEducationInstitution P113 FINISHED
Object North Central Texas College (Denton campus)
North Central Texas College (Denton campus) is a public community college campus in Denton, Texas, offering two-year degrees, workforce training, and transfer programs for local students.
E79145 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: North Central Texas College (Denton campus) | Statement: [Denton County, Texas, hasHigherEducationInstitution, North Central Texas College (Denton campus)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: North Central Texas College (Denton campus)
Context triple: [Denton County, Texas, hasHigherEducationInstitution, North Central Texas College (Denton campus)]
  • A. Dallas College
    Dallas College is a large public community college system serving the Dallas, Texas, metropolitan area with a wide range of academic, technical, and workforce education programs.
  • B. University of North Texas at Dallas
    The University of North Texas at Dallas is a public university serving the Dallas–Fort Worth area with affordable, career-focused undergraduate and graduate programs.
  • C. University of North Texas System
    The University of North Texas System is a public university system in Texas that oversees multiple institutions, including the University of North Texas at Dallas and the flagship campus in Denton.
  • D. Southwest Texas State Teachers College
    Southwest Texas State Teachers College, now known as Texas State University, is a public institution in San Marcos, Texas, historically recognized for training educators and as the alma mater of U.S. President Lyndon B. Johnson.
  • E. Southwest Center for Advanced Studies (predecessor of UT Dallas)
    The Southwest Center for Advanced Studies was a graduate research institution in Texas that evolved into the University of Texas at Dallas, helping lay the foundation for the university’s strong focus on science and engineering.
  • 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: North Central Texas College (Denton campus)
Triple: [Denton County, Texas, hasHigherEducationInstitution, North Central Texas College (Denton campus)]
Generated description
North Central Texas College (Denton campus) is a public community college campus in Denton, Texas, offering two-year degrees, workforce training, and transfer programs for local students.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: North Central Texas College (Denton campus)
Target entity description: North Central Texas College (Denton campus) is a public community college campus in Denton, Texas, offering two-year degrees, workforce training, and transfer programs for local students.
  • A. Dallas College
    Dallas College is a large public community college system serving the Dallas, Texas, metropolitan area with a wide range of academic, technical, and workforce education programs.
  • B. University of North Texas at Dallas
    The University of North Texas at Dallas is a public university serving the Dallas–Fort Worth area with affordable, career-focused undergraduate and graduate programs.
  • C. University of North Texas System
    The University of North Texas System is a public university system in Texas that oversees multiple institutions, including the University of North Texas at Dallas and the flagship campus in Denton.
  • D. Southwest Texas State Teachers College
    Southwest Texas State Teachers College, now known as Texas State University, is a public institution in San Marcos, Texas, historically recognized for training educators and as the alma mater of U.S. President Lyndon B. Johnson.
  • E. Southwest Center for Advanced Studies (predecessor of UT Dallas)
    The Southwest Center for Advanced Studies was a graduate research institution in Texas that evolved into the University of Texas at Dallas, helping lay the foundation for the university’s strong focus on science and engineering.
  • 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_69a4935c131c8190a5378c6bf101e8cc completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a49ec2a4c08190bc5c6ce8a10b0967 completed March 1, 2026, 8:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69a56c4d84d8819095afbf0ee9c7bd82 completed March 2, 2026, 10:54 a.m.
NEDg Description generation batch_69a56c99153c8190bb457b19c2f97052 completed March 2, 2026, 10:55 a.m.
NED2 Entity disambiguation (via description) batch_69a56d31be8881909155f2eac7131798 completed March 2, 2026, 10:57 a.m.
Created at: March 1, 2026, 7:35 p.m.