Triple
T16243841
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mexican Federal Highway 175 |
E394318
|
entity |
| Predicate | regionServed |
P82
|
FINISHED |
| Object | Oaxaca Central Valleys |
E159835
|
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 Central Valleys | Statement: [Mexican Federal Highway 175, regionServed, Oaxaca Central Valleys]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Oaxaca Central Valleys Context triple: [Mexican Federal Highway 175, regionServed, Oaxaca Central Valleys]
-
A.
Oaxaca Valley
chosen
The Oaxaca Valley is a fertile highland region in southern Mexico that served as the heartland of the ancient Zapotec civilization and remains a culturally rich area known for its indigenous communities and archaeological sites.
-
B.
Tehuacán-Cuicatlán Valley
The Tehuacán-Cuicatlán Valley is a semi-arid region in central Mexico renowned for its exceptional biodiversity, high cactus endemism, and rich archaeological and cultural history.
-
C.
Cuernavaca Valley
Cuernavaca Valley is a region in central Mexico known for its mild climate, lush landscapes, and the city of Cuernavaca, a popular residential and tourist area.
-
D.
Tlaxcala Valley
Tlaxcala Valley is a highland basin in central Mexico known for its pre-Hispanic settlements, agricultural importance, and proximity to the city and state of Tlaxcala.
-
E.
Puebla Valley
Puebla Valley is a highland basin in central Mexico known for its fertile agricultural lands and proximity to the city of Puebla and the Popocatépetl and Iztaccíhuatl volcanoes.
- 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_69d87f2171208190951025e526947816 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e24560c6848190ae0e85ecb11a9264 |
completed | April 17, 2026, 2:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0017afc578819086478bbdddc149df |
completed | May 10, 2026, 5:29 a.m. |
Created at: April 10, 2026, 5:04 a.m.