Triple
T627512
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Temuco |
E15850
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object |
Universidad de La Frontera
Universidad de La Frontera is a public Chilean university known for its strong focus on regional development, research, and intercultural education, particularly in relation to the Mapuche people.
|
E78904
|
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 de La Frontera | Statement: [Temuco, hasUniversity, Universidad de La Frontera]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Universidad de La Frontera Context triple: [Temuco, hasUniversity, Universidad de La Frontera]
-
A.
Coquimbo campus
Coquimbo campus is a regional campus of the University of La Serena located in the coastal city of Coquimbo, Chile, serving as a center for higher education and research in the area.
-
B.
University of La Serena
The University of La Serena is a public Chilean higher education institution located in the city of La Serena, known for its academic programs and research in science, engineering, and the humanities.
-
C.
University of Chile
The University of Chile is a leading public research university in Santiago and one of the oldest and most prestigious higher education institutions in Chile and Latin America.
-
D.
Pontifical Catholic University of Chile
The Pontifical Catholic University of Chile is one of Latin America’s leading and oldest higher education institutions, renowned for its academic excellence, research output, and strong influence on Chilean intellectual and public life.
-
E.
Universidad Autónoma de Baja California
Universidad Autónoma de Baja California is a major public university in Mexico known for its multiple campuses across the state of Baja California and its wide range of academic programs and research activities.
- 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 de La Frontera Triple: [Temuco, hasUniversity, Universidad de La Frontera]
Generated description
Universidad de La Frontera is a public Chilean university known for its strong focus on regional development, research, and intercultural education, particularly in relation to the Mapuche people.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Universidad de La Frontera Target entity description: Universidad de La Frontera is a public Chilean university known for its strong focus on regional development, research, and intercultural education, particularly in relation to the Mapuche people.
-
A.
Coquimbo campus
Coquimbo campus is a regional campus of the University of La Serena located in the coastal city of Coquimbo, Chile, serving as a center for higher education and research in the area.
-
B.
University of La Serena
The University of La Serena is a public Chilean higher education institution located in the city of La Serena, known for its academic programs and research in science, engineering, and the humanities.
-
C.
University of Chile
The University of Chile is a leading public research university in Santiago and one of the oldest and most prestigious higher education institutions in Chile and Latin America.
-
D.
Pontifical Catholic University of Chile
The Pontifical Catholic University of Chile is one of Latin America’s leading and oldest higher education institutions, renowned for its academic excellence, research output, and strong influence on Chilean intellectual and public life.
-
E.
Universidad Autónoma de Baja California
Universidad Autónoma de Baja California is a major public university in Mexico known for its multiple campuses across the state of Baja California and its wide range of academic programs and research activities.
- 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_69a4935c131c8190a5378c6bf101e8cc |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a49e59e2688190b3c18b17c5db1e2b |
completed | March 1, 2026, 8:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a56935ec748190984b9cb6add6b700 |
completed | March 2, 2026, 10:40 a.m. |
| NEDg | Description generation | batch_69a569d5f2a081908f63ce6755b2994c |
completed | March 2, 2026, 10:43 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a56b2283dc8190b252595b5bb394f3 |
completed | March 2, 2026, 10:49 a.m. |
Created at: March 1, 2026, 7:35 p.m.