Triple

T5418782
Position Surface form Disambiguated ID Type / Status
Subject Laredo, Texas E121196 entity
Predicate university P787 FINISHED
Object Texas A&M International University E133880 NE FINISHED

How this triple was built (2 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 International University | Statement: [Laredo, Texas, university, Texas A&M International University]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Texas A&M International University
Context triple: [Laredo, Texas, university, Texas A&M International University]
  • A. Texas A&M International University chosen
    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.
  • B. 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.
  • C. 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.
  • D. Texas A&M University–Kingsville
    Texas A&M University–Kingsville is a public research university in Kingsville, Texas, known for its programs in engineering, agriculture, and wildlife sciences and its role in serving South Texas and Hispanic student populations.
  • E. 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.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69bd463b58d88190b258261573de9e91 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd87e7ae388190b26d16d42e717023 completed March 20, 2026, 5:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf3ab152248190847686ff42ac810c completed March 22, 2026, 12:41 a.m.
Created at: March 20, 2026, 2:05 p.m.