Triple
T7036117
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Biobío Province |
E163388
|
entity |
| Predicate | partOfHistoricalRegion |
P13711
|
FINISHED |
| Object |
Biobío River frontier zone
The Biobío River frontier zone was a historic borderland in south-central Chile that long marked the contested frontier between Spanish colonial authorities and the autonomous Mapuche territory.
|
E637264
|
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: Biobío River frontier zone | Statement: [Biobío Province, partOfHistoricalRegion, Biobío River frontier zone]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Biobío River frontier zone Context triple: [Biobío Province, partOfHistoricalRegion, Biobío River frontier zone]
-
A.
Itata Valley
Itata Valley is a historic wine-producing region in south-central Chile known for its old-vine País and Muscatel grapes and a growing reputation for quality cool-climate wines.
-
B.
Río Hurtado area
The Río Hurtado area is a rural region in Chile’s Coquimbo Region, known for its Andean valleys, clear skies ideal for astronomy, and traditional agricultural communities.
-
C.
Chacabuco Valley
Chacabuco Valley is a Chilean valley in the central region known for its historical significance and natural landscapes, including protected areas and wildlife.
-
D.
Chilean Norte Grande
The Chilean Norte Grande is the arid, mineral-rich northern macro-region of Chile, encompassing the Atacama Desert and major mining areas near the Peruvian and Bolivian borders.
-
E.
Costanera de Valdivia
Costanera de Valdivia is a scenic riverfront promenade in Valdivia, Chile, known for its views of the Valdivia River, local markets, and vibrant public life.
- 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: Biobío River frontier zone Triple: [Biobío Province, partOfHistoricalRegion, Biobío River frontier zone]
Generated description
The Biobío River frontier zone was a historic borderland in south-central Chile that long marked the contested frontier between Spanish colonial authorities and the autonomous Mapuche territory.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Biobío River frontier zone Target entity description: The Biobío River frontier zone was a historic borderland in south-central Chile that long marked the contested frontier between Spanish colonial authorities and the autonomous Mapuche territory.
-
A.
Itata Valley
Itata Valley is a historic wine-producing region in south-central Chile known for its old-vine País and Muscatel grapes and a growing reputation for quality cool-climate wines.
-
B.
Río Hurtado area
The Río Hurtado area is a rural region in Chile’s Coquimbo Region, known for its Andean valleys, clear skies ideal for astronomy, and traditional agricultural communities.
-
C.
Chacabuco Valley
Chacabuco Valley is a Chilean valley in the central region known for its historical significance and natural landscapes, including protected areas and wildlife.
-
D.
Chilean Norte Grande
The Chilean Norte Grande is the arid, mineral-rich northern macro-region of Chile, encompassing the Atacama Desert and major mining areas near the Peruvian and Bolivian borders.
-
E.
Costanera de Valdivia
Costanera de Valdivia is a scenic riverfront promenade in Valdivia, Chile, known for its views of the Valdivia River, local markets, and vibrant public life.
- 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_69c6885e7c1c8190be32a8f79ab4e0cf |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6e220508c8190b8950cf38280b8c2 |
completed | March 27, 2026, 8:01 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c775a211f88190afe5ed466abcac7a |
completed | March 28, 2026, 6:30 a.m. |
| NEDg | Description generation | batch_69c779c064548190bc17a399723f85e7 |
completed | March 28, 2026, 6:48 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c77a79e76c8190a42fe57ffc1dc23c |
completed | March 28, 2026, 6:51 a.m. |
Created at: March 27, 2026, 2:36 p.m.