Triple
T6289032
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Talca |
E140968
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object |
Universidad Católica del Maule
Universidad Católica del Maule is a Chilean Catholic higher education institution based in the Maule Region, known for its academic programs, research, and regional development work.
|
E583987
|
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 Católica del Maule | Statement: [Talca, hasUniversity, Universidad Católica del Maule]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Universidad Católica del Maule Context triple: [Talca, hasUniversity, Universidad Católica del Maule]
-
A.
Universidad Católica de Temuco
Universidad Católica de Temuco is a Chilean higher education institution known for its focus on regional development, social responsibility, and Catholic educational values in the city of Temuco.
-
B.
Universidad de O’Higgins
Universidad de O’Higgins is a public Chilean university serving the O’Higgins Region with its main campus located in the city of Rancagua.
-
C.
Universidad de Talca
Universidad de Talca is a public Chilean university known for its strong regional presence and academic programs in fields such as engineering, agriculture, and social sciences.
-
D.
University of Concepción
The University of Concepción is one of Chile’s oldest and most prestigious public universities, recognized for its strong research output and its central role in the academic and cultural life of southern Chile.
-
E.
Universidad Católica de la Santísima Concepción
Universidad Católica de la Santísima Concepción is a private Catholic university in Concepción, Chile, known for its academic programs, research, and regional impact in higher education.
- 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 Católica del Maule Triple: [Talca, hasUniversity, Universidad Católica del Maule]
Generated description
Universidad Católica del Maule is a Chilean Catholic higher education institution based in the Maule Region, known for its academic programs, research, and regional development work.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Universidad Católica del Maule Target entity description: Universidad Católica del Maule is a Chilean Catholic higher education institution based in the Maule Region, known for its academic programs, research, and regional development work.
-
A.
Universidad Católica de Temuco
Universidad Católica de Temuco is a Chilean higher education institution known for its focus on regional development, social responsibility, and Catholic educational values in the city of Temuco.
-
B.
Universidad de O’Higgins
Universidad de O’Higgins is a public Chilean university serving the O’Higgins Region with its main campus located in the city of Rancagua.
-
C.
Universidad de Talca
Universidad de Talca is a public Chilean university known for its strong regional presence and academic programs in fields such as engineering, agriculture, and social sciences.
-
D.
University of Concepción
The University of Concepción is one of Chile’s oldest and most prestigious public universities, recognized for its strong research output and its central role in the academic and cultural life of southern Chile.
-
E.
Universidad Católica de la Santísima Concepción
Universidad Católica de la Santísima Concepción is a private Catholic university in Concepción, Chile, known for its academic programs, research, and regional impact in higher education.
- 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_69c008cd17c8819082b82d3fbeb68047 |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c0641a6ecc8190a63be0e3f0344a3f |
completed | March 22, 2026, 9:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c5e418a9e4819083f446b05175e904 |
completed | March 27, 2026, 1:57 a.m. |
| NEDg | Description generation | batch_69c5ee30471881909231aa113be0900e |
completed | March 27, 2026, 2:40 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c5ee84d93481908f6ce85d0e8c23b7 |
completed | March 27, 2026, 2:42 a.m. |
Created at: March 22, 2026, 4:26 p.m.