Triple
T4358343
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chihuahua City |
E98604
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object |
Instituto Tecnológico de Chihuahua
The Instituto Tecnológico de Chihuahua is a public higher education institution in Mexico specializing in engineering and technological programs.
|
E436777
|
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 Chihuahua | Statement: [Chihuahua City, hasUniversity, Instituto Tecnológico de Chihuahua]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Instituto Tecnológico de Chihuahua Context triple: [Chihuahua City, hasUniversity, Instituto Tecnológico de Chihuahua]
-
A.
Universidad Autónoma de Chihuahua
The Universidad Autónoma de Chihuahua is a major public higher education institution in northern Mexico, recognized for its academic programs, research, and cultural influence in the state of Chihuahua.
-
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.
Instituto Tecnológico de Mexicali
Instituto Tecnológico de Mexicali is a public higher education institution in Mexicali, Mexico, focused on engineering, technology, and applied sciences.
-
D.
Instituto Tecnológico de Orizaba
Instituto Tecnológico de Orizaba is a public higher education institution in Orizaba, Mexico, known for its engineering and technology programs.
-
E.
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.
- 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 Chihuahua Triple: [Chihuahua City, hasUniversity, Instituto Tecnológico de Chihuahua]
Generated description
The Instituto Tecnológico de Chihuahua is a public higher education institution in Mexico specializing in engineering and technological programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Instituto Tecnológico de Chihuahua Target entity description: The Instituto Tecnológico de Chihuahua is a public higher education institution in Mexico specializing in engineering and technological programs.
-
A.
Universidad Autónoma de Chihuahua
The Universidad Autónoma de Chihuahua is a major public higher education institution in northern Mexico, recognized for its academic programs, research, and cultural influence in the state of Chihuahua.
-
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.
Instituto Tecnológico de Mexicali
Instituto Tecnológico de Mexicali is a public higher education institution in Mexicali, Mexico, focused on engineering, technology, and applied sciences.
-
D.
Instituto Tecnológico de Orizaba
Instituto Tecnológico de Orizaba is a public higher education institution in Orizaba, Mexico, known for its engineering and technology programs.
-
E.
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.
- 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_69b3454c772081908e20173e379e8ebe |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b351c7fa1881908bdc844a7142eb65 |
completed | March 12, 2026, 11:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5f5d00e20819095114787f95e3858 |
completed | March 14, 2026, 11:57 p.m. |
| NEDg | Description generation | batch_69b5f674c94c81908327336dd4380d2e |
completed | March 14, 2026, 11:59 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5f719d008819090a35e3597a0089f |
completed | March 15, 2026, 12:02 a.m. |
Created at: March 12, 2026, 11:16 p.m.