Triple
T7854035
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hualpén |
E182125
|
entity |
| Predicate | isCoastalCommuneOf |
P53757
|
FINISHED |
| Object | Biobío Region |
E18398
|
NE FINISHED |
How this triple was built (3 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: Biobío Region | Statement: [Hualpén, isCoastalCommuneOf, Biobío Region]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Biobío Region Context triple: [Hualpén, isCoastalCommuneOf, Biobío Region]
-
A.
Biobío Region
chosen
The Biobío Region is a central-southern administrative region of Chile known for its major industrial centers, coastal cities, and role as a key hub between the country's north and south.
-
B.
La Araucanía Region
La Araucanía Region is an administrative region in southern Chile known for its significant Mapuche population, temperate forests, and agricultural economy.
-
C.
Biobío Province
Biobío Province is an administrative division in central Chile known for its mix of industrial cities, agricultural areas, and its role as part of the historically significant Biobío River basin.
-
D.
Aysén Region
The Aysén Region is a sparsely populated, fjord-filled and mountainous administrative region in southern Chile known for its remote wilderness and Patagonian landscapes.
-
E.
Coquimbo Region
Coquimbo Region is a region in northern Chile known for its clear skies, astronomical observatories, and coastal and semi-arid landscapes.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: isCoastalCommuneOf Context triple: [Hualpén, isCoastalCommuneOf, Biobío Region]
-
A.
hasCoastalCommunes
Indicates that an administrative region possesses one or more communes that are located on or directly adjacent to a sea or ocean coastline.
-
B.
isCoastalSettlementOf
chosen
Indicates that a settlement is located on or near the coast within the territory of a specified geographic or administrative area.
-
C.
hasCoastalMunicipalities
Indicates that a region or higher-level area includes one or more municipalities that are located along a sea or ocean coastline.
-
D.
isPartOfCoastOf
Indicates that one entity forms a segment or component of the coastline belonging to another entity.
-
E.
isCoastalCityCodeFor
Indicates that a given code uniquely identifies a city that is located on or near a coast.
- F. None of above.
Provenance (4 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_69ca82869ee08190b8f9040dbc2c0467 |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cb1a72cfdc8190a3186c4c2894f571 |
completed | March 31, 2026, 12:50 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cf4205d7a08190839c10bdfc476d9f |
completed | April 3, 2026, 4:28 a.m. |
| PD | Predicate disambiguation | batch_69cae92180f88190ae3d44c3de7adc93 |
completed | March 30, 2026, 9:20 p.m. |
Created at: March 30, 2026, 4:51 p.m.