Triple
T2286091
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Southern Mexico |
E51394
|
entity |
| Predicate | hasMajorCity |
P316
|
FINISHED |
| Object | Oaxaca City |
E36980
|
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: Oaxaca City | Statement: [Southern Mexico, hasMajorCity, Oaxaca City]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Oaxaca City Context triple: [Southern Mexico, hasMajorCity, Oaxaca City]
-
A.
Oaxaca
chosen
Oaxaca is a culturally rich state in southern Mexico known for its Indigenous heritage, colonial architecture, diverse cuisine, and varied geography ranging from Pacific coastlines to rugged mountain ranges.
-
B.
Cuernavaca
Cuernavaca is a city in central Mexico known for its mild climate, lush vegetation, and role as a popular weekend and retirement destination.
-
C.
San Miguel de Allende
San Miguel de Allende is a historic colonial city in central Mexico renowned for its well-preserved architecture, vibrant arts scene, and picturesque cobblestone streets.
-
D.
Guadalajara
Guadalajara is a large cultural and economic hub in western Mexico, renowned for its colonial architecture, mariachi music, and role as a major center of industry and technology.
-
E.
Guadalajara
Guadalajara is a historic city in central Spain, known as the capital of the province of Guadalajara in the autonomous community of Castilla-La Mancha.
- 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_69a88b09c644819090b503456d96bf70 |
completed | March 4, 2026, 7:42 p.m. |
| NER | Named-entity recognition | batch_69abc24730208190af8a5cf443d334f7 |
completed | March 7, 2026, 6:14 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4f00a71a881908790c9fccca51a62 |
completed | March 14, 2026, 5:20 a.m. |
Created at: March 4, 2026, 7:48 p.m.