Triple
T16663415
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marga Marga Province |
E404915
|
entity |
| Predicate | hasUrbanArea |
P316
|
FINISHED |
| Object | Quilpué urban area |
E404914
|
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: Quilpué urban area | Statement: [Marga Marga Province, hasUrbanArea, Quilpué urban area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Quilpué urban area Context triple: [Marga Marga Province, hasUrbanArea, Quilpué urban area]
-
A.
Commune of Quilpué
chosen
The Commune of Quilpué is an administrative division in Chile’s Valparaíso Region that encompasses the city of Quilpué and its surrounding areas.
-
B.
Quintero Commune
Quintero Commune is an administrative and coastal municipality in central Chile known for its bay, beaches, and industrial-port activities.
-
C.
Ollagüe Commune
Ollagüe Commune is a sparsely populated high-altitude municipality in Chile’s Antofagasta Region, known for its Andean landscapes, volcanic activity, and proximity to the Bolivian border.
-
D.
Nuevo Pudahuel
Nuevo Pudahuel is the consortium responsible for managing and operating Santiago de Chile’s main international airport under a long-term concession.
-
E.
Municipality of Illapel
The Municipality of Illapel is the local governmental body responsible for administering public services, urban planning, and community development in the city and commune of Illapel in 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_69d8838b5fbc81908c6575c132b82e80 |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e37c9afd048190b73bbc9c423915ca |
completed | April 18, 2026, 12:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0084d091e0819088a98ef4aa775d07 |
completed | May 10, 2026, 1:14 p.m. |
Created at: April 10, 2026, 5:18 a.m.