Triple

T2998569
Position Surface form Disambiguated ID Type / Status
Subject Tampico, Mexico E81128 entity
Predicate hasHigherEducationInstitution P113 FINISHED
Object Universidad Autónoma de Tamaulipas (campus Tampico)
The Universidad Autónoma de Tamaulipas (campus Tampico) is a public university campus in Tampico that offers a range of undergraduate and graduate programs serving the educational and professional needs of the southern Tamaulipas region.
E318977 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: Universidad Autónoma de Tamaulipas (campus Tampico) | Statement: [Tampico, Mexico, hasHigherEducationInstitution, Universidad Autónoma de Tamaulipas (campus Tampico)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Universidad Autónoma de Tamaulipas (campus Tampico)
Context triple: [Tampico, Mexico, hasHigherEducationInstitution, Universidad Autónoma de Tamaulipas (campus Tampico)]
  • A. Universidad Autónoma de Nuevo León
    Universidad Autónoma de Nuevo León is a major public research university in the Mexican state of Nuevo León, recognized as one of the country’s largest and most important higher education institutions.
  • B. Universidad Veracruzana
    Universidad Veracruzana is a major public university in the Mexican state of Veracruz, recognized for its broad academic offerings and cultural influence, particularly in and around the city of Xalapa.
  • C. Universidad Autónoma de Ciudad Juárez
    Universidad Autónoma de Ciudad Juárez is a public higher education institution in Ciudad Juárez, Mexico, offering a wide range of undergraduate and graduate programs and serving as a major academic and research center in the region.
  • D. Autonomous University of Yucatán
    The Autonomous University of Yucatán is a major public higher education institution in Mexico’s Yucatán Peninsula, known for its academic programs, research, and cultural influence in the region.
  • E. Universidad Autónoma de Querétaro
    The Universidad Autónoma de Querétaro is a major public university in the Mexican state of Querétaro, known for its broad range of academic programs and regional research and cultural impact.
  • 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: Universidad Autónoma de Tamaulipas (campus Tampico)
Triple: [Tampico, Mexico, hasHigherEducationInstitution, Universidad Autónoma de Tamaulipas (campus Tampico)]
Generated description
The Universidad Autónoma de Tamaulipas (campus Tampico) is a public university campus in Tampico that offers a range of undergraduate and graduate programs serving the educational and professional needs of the southern Tamaulipas region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Universidad Autónoma de Tamaulipas (campus Tampico)
Target entity description: The Universidad Autónoma de Tamaulipas (campus Tampico) is a public university campus in Tampico that offers a range of undergraduate and graduate programs serving the educational and professional needs of the southern Tamaulipas region.
  • A. Universidad Autónoma de Nuevo León
    Universidad Autónoma de Nuevo León is a major public research university in the Mexican state of Nuevo León, recognized as one of the country’s largest and most important higher education institutions.
  • B. Universidad Veracruzana
    Universidad Veracruzana is a major public university in the Mexican state of Veracruz, recognized for its broad academic offerings and cultural influence, particularly in and around the city of Xalapa.
  • C. Universidad Autónoma de Ciudad Juárez
    Universidad Autónoma de Ciudad Juárez is a public higher education institution in Ciudad Juárez, Mexico, offering a wide range of undergraduate and graduate programs and serving as a major academic and research center in the region.
  • D. Autonomous University of Yucatán
    The Autonomous University of Yucatán is a major public higher education institution in Mexico’s Yucatán Peninsula, known for its academic programs, research, and cultural influence in the region.
  • E. Universidad Autónoma de Querétaro
    The Universidad Autónoma de Querétaro is a major public university in the Mexican state of Querétaro, known for its broad range of academic programs and regional research and cultural impact.
  • 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_69ad8b187fc8819085914d3c9ea3142d completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad99f766408190a5591efce8346bb9 completed March 8, 2026, 3:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69b12e468db4819094fb7badbd48ce1e completed March 11, 2026, 8:56 a.m.
NEDg Description generation batch_69b12ec0eeb08190943ca528fdcf2cf2 completed March 11, 2026, 8:58 a.m.
NED2 Entity disambiguation (via description) batch_69b1d2cf78e88190b548e75cdaca6a66 completed March 11, 2026, 8:38 p.m.
Created at: March 8, 2026, 2:59 p.m.