Triple
T10294469
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ambato |
E241446
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object |
Technical University of Ambato
The Technical University of Ambato is a public higher education institution in Ambato, Ecuador, known for its programs in engineering, applied sciences, and professional training.
|
E855919
|
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: Technical University of Ambato | Statement: [Ambato, hasUniversity, Technical University of Ambato]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Technical University of Ambato Context triple: [Ambato, hasUniversity, Technical University of Ambato]
-
A.
University of Cuenca
The University of Cuenca is a major public higher education institution in Cuenca, Ecuador, known for its broad range of academic programs and regional cultural and research influence.
-
B.
Central University of Ecuador
The Central University of Ecuador is one of the country’s oldest and most prestigious public universities, renowned for its broad range of academic programs and significant role in Ecuadorian higher education and research.
-
C.
National University of Cangallo
The National University of Cangallo is a Peruvian public higher education institution located in the Ayacucho region, offering undergraduate and graduate programs across various academic disciplines.
-
D.
Universidad de Guayaquil
Universidad de Guayaquil is a major public higher education institution in Guayaquil, Ecuador, known for its wide range of academic programs and significant regional influence.
-
E.
Universidad del Azuay
Universidad del Azuay is a private higher education institution in Cuenca, Ecuador, known for its academic programs in fields such as architecture, engineering, social sciences, and business.
- 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: Technical University of Ambato Triple: [Ambato, hasUniversity, Technical University of Ambato]
Generated description
The Technical University of Ambato is a public higher education institution in Ambato, Ecuador, known for its programs in engineering, applied sciences, and professional training.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Technical University of Ambato Target entity description: The Technical University of Ambato is a public higher education institution in Ambato, Ecuador, known for its programs in engineering, applied sciences, and professional training.
-
A.
University of Cuenca
The University of Cuenca is a major public higher education institution in Cuenca, Ecuador, known for its broad range of academic programs and regional cultural and research influence.
-
B.
Central University of Ecuador
The Central University of Ecuador is one of the country’s oldest and most prestigious public universities, renowned for its broad range of academic programs and significant role in Ecuadorian higher education and research.
-
C.
National University of Cangallo
The National University of Cangallo is a Peruvian public higher education institution located in the Ayacucho region, offering undergraduate and graduate programs across various academic disciplines.
-
D.
Universidad de Guayaquil
Universidad de Guayaquil is a major public higher education institution in Guayaquil, Ecuador, known for its wide range of academic programs and significant regional influence.
-
E.
Universidad del Azuay
Universidad del Azuay is a private higher education institution in Cuenca, Ecuador, known for its academic programs in fields such as architecture, engineering, social sciences, and business.
- 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_69d381aaafc08190af475ef58dc16aba |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d4d2d5e0f88190be3e23ba2511a1e9 |
completed | April 7, 2026, 9:48 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d71d1c180481909ca9983e14cbb931 |
completed | April 9, 2026, 3:29 a.m. |
| NEDg | Description generation | batch_69d73182d7548190ac15093aa7001db7 |
completed | April 9, 2026, 4:56 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d7336c06308190ac72154134a26842 |
completed | April 9, 2026, 5:04 a.m. |
Created at: April 6, 2026, 11:42 a.m.