Triple

T808934
Position Surface form Disambiguated ID Type / Status
Subject Texas A&M University System E17499 entity
Predicate hasMemberInstitution P1933 FINISHED
Object 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.
 E136987 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–Texarkana | Statement: [Texas A&M University System, hasMemberInstitution, Texas A&M University–Texarkana]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Texas A&M University–Texarkana
Context triple: [Texas A&M University System, hasMemberInstitution, Texas A&M University–Texarkana]
  • 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. 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.
  • C. 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.
  • D. Texas A&M University–Corpus Christi
    Texas A&M University–Corpus Christi is a public research university located on its own island campus in Corpus Christi, Texas, known for coastal and marine studies within the Texas A&M University System.
  • E. University of North Texas
    The University of North Texas is a large public research university known for its strong programs in music, arts, and sciences, and serves as a major educational and cultural hub in North Texas.
  • 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–Texarkana
Triple: [Texas A&M University System, hasMemberInstitution, Texas A&M University–Texarkana]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Texas A&M University–Texarkana
Target entity description: 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.
  • 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. 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.
  • C. 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.
  • D. Texas A&M University–Corpus Christi
    Texas A&M University–Corpus Christi is a public research university located on its own island campus in Corpus Christi, Texas, known for coastal and marine studies within the Texas A&M University System.
  • E. University of North Texas
    The University of North Texas is a large public research university known for its strong programs in music, arts, and sciences, and serves as a major educational and cultural hub in North Texas.
  • 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_69ac762a53b48190a4d98b0416b4697c completed March 7, 2026, 7:02 p.m.
NEDg Description generation batch_69ac781ccf088190a32e313fbdec711f completed March 7, 2026, 7:10 p.m.
NED2 Entity disambiguation (via description) batch_69ac78b7eb4081908167456f8e461bcb completed March 7, 2026, 7:12 p.m.
Created at: March 1, 2026, 7:38 p.m.