Triple
T749822
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Concepción |
E15421
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object |
Universidad del Bío-Bío
Universidad del Bío-Bío is a Chilean public university known for its strong programs in engineering, architecture, and business, with main campuses in the Bío-Bío Region.
|
E99715
|
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 del Bío-Bío | Statement: [Concepción, hasUniversity, Universidad del Bío-Bío]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Universidad del Bío-Bío Context triple: [Concepción, hasUniversity, Universidad del Bío-Bío]
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
Pontifical Catholic University of Valparaíso
The Pontifical Catholic University of Valparaíso is a prominent Chilean higher education institution known for its strong academic programs, research, and cultural influence, particularly in the coastal city of Valparaíso.
- 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 del Bío-Bío Triple: [Concepción, hasUniversity, Universidad del Bío-Bío]
Generated description
Universidad del Bío-Bío is a Chilean public university known for its strong programs in engineering, architecture, and business, with main campuses in the Bío-Bío Region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Universidad del Bío-Bío Target entity description: Universidad del Bío-Bío is a Chilean public university known for its strong programs in engineering, architecture, and business, with main campuses in the Bío-Bío Region.
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
Pontifical Catholic University of Valparaíso
The Pontifical Catholic University of Valparaíso is a prominent Chilean higher education institution known for its strong academic programs, research, and cultural influence, particularly in the coastal city of Valparaíso.
- 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_69a493599a0081908da65f3407af1ef2 |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a4a6304e0c8190827fb57c5cac2da9 |
completed | March 1, 2026, 8:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a79282d4d481908a2cb0f95a93220e |
completed | March 4, 2026, 2:01 a.m. |
| NEDg | Description generation | batch_69a7946b93088190adca99b9db74ca68 |
completed | March 4, 2026, 2:09 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a794ea4fd0819099032d14f90dbca5 |
completed | March 4, 2026, 2:11 a.m. |
Created at: March 1, 2026, 7:37 p.m.