Triple
T4481573
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ñuble |
E100145
|
entity |
| Predicate | hasUniversityCampus |
P4623
|
FINISHED |
| Object | Universidad del Bío-Bío |
E99715
|
NE FINISHED |
How this triple was built (2 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: [Ñuble, hasUniversityCampus, Universidad del Bío-Bío]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Universidad del Bío-Bío Context triple: [Ñuble, hasUniversityCampus, Universidad del Bío-Bío]
-
A.
Universidad del Bío-Bío
chosen
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.
-
B.
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.
-
C.
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.
-
D.
Universidad de Viña del Mar
Universidad de Viña del Mar is a Chilean higher education institution located in the coastal city of Viña del Mar, known for offering a wide range of undergraduate and graduate programs.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69b34553cbe48190afa8ac1cac285b86 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b356dddd488190bd5dedd3c0e77247 |
completed | March 13, 2026, 12:14 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be89b9fcbc8190868b8d0584e94118 |
completed | March 21, 2026, 12:06 p.m. |
Created at: March 12, 2026, 11:36 p.m.