Triple
T2998568
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tampico, Mexico |
E81128
|
entity |
| Predicate | hasHigherEducationInstitution |
P113
|
FINISHED |
| Object |
Instituto Tecnológico de Ciudad Madero (metropolitan area)
Instituto Tecnológico de Ciudad Madero is a public technological higher education institution located in the Tampico metropolitan area of Mexico, focused on engineering and applied sciences.
|
E318976
|
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: Instituto Tecnológico de Ciudad Madero (metropolitan area) | Statement: [Tampico, Mexico, hasHigherEducationInstitution, Instituto Tecnológico de Ciudad Madero (metropolitan area)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Instituto Tecnológico de Ciudad Madero (metropolitan area) Context triple: [Tampico, Mexico, hasHigherEducationInstitution, Instituto Tecnológico de Ciudad Madero (metropolitan area)]
-
A.
Monterrey Campus
Monterrey Campus is the flagship and largest campus of Tecnológico de Monterrey, a leading private university in Mexico known for its academic excellence and innovation.
-
B.
Instituto Tecnológico de Tijuana
Instituto Tecnológico de Tijuana is a public higher education institution in Mexico specializing in engineering, technology, and applied sciences, serving as a key academic and research center in the city of Tijuana.
-
C.
San Marcos University
San Marcos University is a prestigious public research university in Lima, Peru, widely recognized as the oldest university in the Americas and a leading center of higher education in the region.
-
D.
University of Texas at El Paso
The University of Texas at El Paso is a public research university known for serving a predominantly Hispanic student population and for its distinctive Bhutanese-inspired campus architecture.
-
E.
University of Texas Rio Grande Valley
The University of Texas Rio Grande Valley is a public research university in South Texas that serves the Rio Grande Valley region with multiple campuses and a focus on bilingual, bicultural, and borderland studies.
- 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: Instituto Tecnológico de Ciudad Madero (metropolitan area) Triple: [Tampico, Mexico, hasHigherEducationInstitution, Instituto Tecnológico de Ciudad Madero (metropolitan area)]
Generated description
Instituto Tecnológico de Ciudad Madero is a public technological higher education institution located in the Tampico metropolitan area of Mexico, focused on engineering and applied sciences.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Instituto Tecnológico de Ciudad Madero (metropolitan area) Target entity description: Instituto Tecnológico de Ciudad Madero is a public technological higher education institution located in the Tampico metropolitan area of Mexico, focused on engineering and applied sciences.
-
A.
Monterrey Campus
Monterrey Campus is the flagship and largest campus of Tecnológico de Monterrey, a leading private university in Mexico known for its academic excellence and innovation.
-
B.
Instituto Tecnológico de Tijuana
Instituto Tecnológico de Tijuana is a public higher education institution in Mexico specializing in engineering, technology, and applied sciences, serving as a key academic and research center in the city of Tijuana.
-
C.
San Marcos University
San Marcos University is a prestigious public research university in Lima, Peru, widely recognized as the oldest university in the Americas and a leading center of higher education in the region.
-
D.
University of Texas at El Paso
The University of Texas at El Paso is a public research university known for serving a predominantly Hispanic student population and for its distinctive Bhutanese-inspired campus architecture.
-
E.
University of Texas Rio Grande Valley
The University of Texas Rio Grande Valley is a public research university in South Texas that serves the Rio Grande Valley region with multiple campuses and a focus on bilingual, bicultural, and borderland studies.
- 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.