Triple

T808937
Position Surface form Disambiguated ID Type / Status
Subject Texas A&M University System E17499 entity
Predicate hasMemberInstitution P1933 FINISHED
Object Texas A&M University–Central Texas
Texas A&M University–Central Texas is a public regional university in Killeen, Texas, serving primarily upper-division undergraduates and graduate students as part of the Texas A&M University System.
 E140963 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: Texas A&M University–Central Texas | Statement: [Texas A&M University System, hasMemberInstitution, Texas A&M University–Central Texas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Texas A&M University–Central Texas
Context triple: [Texas A&M University System, hasMemberInstitution, Texas A&M University–Central Texas]
  • A. Texas A&M University–Commerce
    Texas A&M University–Commerce is a public university in Commerce, Texas, known for its comprehensive undergraduate and graduate programs and its affiliation with the Texas A&M University System.
  • B. Texas A&M University–Texarkana
    Texas A&M University–Texarkana is a regional public university in Texarkana, Texas, offering undergraduate and graduate programs as part of the Texas A&M University System.
  • C. Tarleton State University
    Tarleton State University is a public university in Texas known for its agricultural, education, and business programs and its affiliation with the Texas A&M University System.
  • D. Texas A&M International University
    Texas A&M International University is a public university in Laredo, Texas, known for its focus on international education and cross-border studies, particularly related to the U.S.–Mexico region.
  • E. Texas A&M University–San Antonio
    Texas A&M University–San Antonio is a public university in San Antonio, Texas, offering undergraduate and graduate programs as part of the Texas A&M University System.
  • 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: Texas A&M University–Central Texas
Triple: [Texas A&M University System, hasMemberInstitution, Texas A&M University–Central Texas]
Generated description
Texas A&M University–Central Texas is a public regional university in Killeen, Texas, serving primarily upper-division undergraduates and graduate students as part of the Texas A&M University System.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Texas A&M University–Central Texas
Target entity description: Texas A&M University–Central Texas is a public regional university in Killeen, Texas, serving primarily upper-division undergraduates and graduate students as part of the Texas A&M University System.
  • A. Texas A&M University–Commerce
    Texas A&M University–Commerce is a public university in Commerce, Texas, known for its comprehensive undergraduate and graduate programs and its affiliation with the Texas A&M University System.
  • B. Texas A&M University–Texarkana
    Texas A&M University–Texarkana is a regional public university in Texarkana, Texas, offering undergraduate and graduate programs as part of the Texas A&M University System.
  • C. Tarleton State University
    Tarleton State University is a public university in Texas known for its agricultural, education, and business programs and its affiliation with the Texas A&M University System.
  • D. Texas A&M International University
    Texas A&M International University is a public university in Laredo, Texas, known for its focus on international education and cross-border studies, particularly related to the U.S.–Mexico region.
  • E. Texas A&M University–San Antonio
    Texas A&M University–San Antonio is a public university in San Antonio, Texas, offering undergraduate and graduate programs as part of the Texas A&M University System.
  • 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_69a4937ae8a08190b5084a03d532b30e completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4ab256cbc8190bf75b5d5e35ff0aa completed March 1, 2026, 9:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac89f270a08190927e07dd71652299 completed March 7, 2026, 8:26 p.m.
NEDg Description generation batch_69ac8aa863a08190b21071a4ed2e74b9 completed March 7, 2026, 8:29 p.m.
NED2 Entity disambiguation (via description) batch_69ac8b72cb6c8190984bd3d4b0d54262 completed March 7, 2026, 8:32 p.m.
Created at: March 1, 2026, 7:38 p.m.