Triple
T4481582
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ñuble |
E100145
|
entity |
| Predicate | demographicCenter |
P25074
|
FINISHED |
| Object | Chillán urban area |
E148021
|
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: Chillán urban area | Statement: [Ñuble, demographicCenter, Chillán urban area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chillán urban area Context triple: [Ñuble, demographicCenter, Chillán urban area]
-
A.
Chillán
chosen
Chillán is a historic city in central Chile known for its cultural heritage, markets, and as the birthplace of several prominent Chilean figures.
-
B.
Rancagua
Rancagua is a major Chilean city known for its mining industry and historical significance in the country’s independence, serving as an important commercial and administrative center south of Santiago.
-
C.
Puente Alto
Puente Alto is a large suburban commune and city in Chile, located on the southeastern edge of the Santiago metropolitan area.
-
D.
Chillán Viejo
Chillán Viejo is a historic Chilean city in the Ñuble Region, known as the birthplace of independence leader Bernardo O'Higgins.
-
E.
Talca
Talca is a major city in central Chile known as an administrative, commercial, and agricultural hub in the Maule Valley.
- 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_69b67bae950c8190a9ef8a812d47bf8d |
completed | March 15, 2026, 9:28 a.m. |
Created at: March 12, 2026, 11:36 p.m.