Triple
T19330853
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Toluca metropolitan area |
E483487
|
entity |
| Predicate | isIndustrialRegionOf |
P68164
|
FINISHED |
| Object | Toluca |
—
|
NE NERFINISHED |
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: Toluca | Statement: [Toluca metropolitan area, isIndustrialRegionOf, Toluca]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Toluca Context triple: [Toluca metropolitan area, isIndustrialRegionOf, Toluca]
-
A.
Toluca
chosen
Toluca is a major city and the capital of the State of Mexico, known for its high altitude, industrial activity, and proximity to the Nevado de Toluca volcano.
-
B.
Zacatepec
Zacatepec is a Mexican professional football club historically known for competing in the country's top divisions and developing notable players.
-
C.
Toluca metropolitan area
The Toluca metropolitan area is a major urban and industrial region in central Mexico centered on the city of Toluca, serving as an important economic and transportation hub west of Mexico City.
-
D.
Chicoloapan
Chicoloapan is a municipality and growing suburban city in the State of Mexico, located in the eastern part of the Mexico City metropolitan area.
-
E.
Celaya
Celaya is a major city and industrial municipality in the Mexican state of Guanajuato, known for its manufacturing sector and traditional cajeta (goat’s milk caramel).
- 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: isIndustrialRegionOf Context triple: [Toluca metropolitan area, isIndustrialRegionOf, Toluca]
-
A.
isIndustrialRegion
Indicates that a given area functions primarily as a center of industrial activity, characterized by significant manufacturing, production, or related industrial operations.
-
B.
servesIndustrialRegion
Indicates that an entity provides services or support to an industrial region, fulfilling functional or operational needs of that area.
-
C.
partOfIndustrialRegion
Indicates that an entity is located within or belongs to a broader industrial region or industrially developed area.
-
D.
isIndustrialAreaOf
chosen
Indicates that a location functions primarily as an industrial zone or district associated with a specified area or jurisdiction.
-
E.
hasIndustrialZoneAlong
Indicates that an industrial zone is located adjacent to or extending along the length of a specified linear feature (such as a road, river, or boundary).
- F. None of above.
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_69d8e8d13e3c81909d91d1d5ec37c095 |
completed | April 10, 2026, 12:10 p.m. |
| NER | Named-entity recognition | batch_69e616412bcc81909bb34d3cf5363129 |
completed | April 20, 2026, 12:04 p.m. |
| PD | Predicate disambiguation | batch_69e4dd12303c8190a2027c062b2dff40 |
completed | April 19, 2026, 1:48 p.m. |
Created at: April 10, 2026, 1:33 p.m.