Triple
T3791427
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Province of Quillota |
E89656
|
entity |
| Predicate | hasMunicipality |
P847
|
FINISHED |
| Object |
Nogales
Nogales is a Chilean municipality located in the Province of Quillota in the Valparaíso Region.
|
E402592
|
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: Nogales | Statement: [Province of Quillota, hasMunicipality, Nogales]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nogales Context triple: [Province of Quillota, hasMunicipality, Nogales]
-
A.
Nogales, Sonora
Nogales, Sonora is a major Mexican border city in the state of Sonora, located directly across from Nogales, Arizona, and serving as an important commercial and transportation gateway between Mexico and the United States.
-
B.
El Paso
El Paso is a large border city in far western Texas known for its strong cultural ties with Mexico and its role as a major economic and transportation hub in the region.
-
C.
El Paso
El Paso is a municipality on the Spanish island of La Palma in the Canary Islands, known for its volcanic landscapes and proximity to the Cumbre Vieja ridge.
-
D.
Puerto Peñasco
Puerto Peñasco is a Mexican resort city on the Gulf of California, popular for its beaches and tourism, especially among visitors from the nearby U.S. Southwest.
-
E.
Ciudad Juárez
Ciudad Juárez is a major industrial and border city in northern Mexico, located across the Rio Grande from El Paso, Texas.
- 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: Nogales Triple: [Province of Quillota, hasMunicipality, Nogales]
Generated description
Nogales is a Chilean municipality located in the Province of Quillota in the Valparaíso Region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Nogales Target entity description: Nogales is a Chilean municipality located in the Province of Quillota in the Valparaíso Region.
-
A.
Nogales, Sonora
Nogales, Sonora is a major Mexican border city in the state of Sonora, located directly across from Nogales, Arizona, and serving as an important commercial and transportation gateway between Mexico and the United States.
-
B.
El Paso
El Paso is a large border city in far western Texas known for its strong cultural ties with Mexico and its role as a major economic and transportation hub in the region.
-
C.
El Paso
El Paso is a municipality on the Spanish island of La Palma in the Canary Islands, known for its volcanic landscapes and proximity to the Cumbre Vieja ridge.
-
D.
Puerto Peñasco
Puerto Peñasco is a Mexican resort city on the Gulf of California, popular for its beaches and tourism, especially among visitors from the nearby U.S. Southwest.
-
E.
Ciudad Juárez
Ciudad Juárez is a major industrial and border city in northern Mexico, located across the Rio Grande from El Paso, Texas.
- 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_69aed9597d6881909b6ee3b9de859223 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aee7687c4481908d5e6988e2638b68 |
completed | March 9, 2026, 3:29 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5336b8d308190a1886ab637173b35 |
completed | March 14, 2026, 10:07 a.m. |
| NEDg | Description generation | batch_69b5375349c08190b10b87f4a9ea635e |
completed | March 14, 2026, 10:24 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b53807aa8c8190b9fa967ca9c0956c |
completed | March 14, 2026, 10:27 a.m. |
Created at: March 9, 2026, 3:15 p.m.