Triple
T2850006
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Silao Municipality |
E63068
|
entity |
| Predicate | hasEconomicCorridor |
P31150
|
FINISHED |
| Object |
León–Silao industrial corridor
The León–Silao industrial corridor is a major manufacturing and logistics hub in the Mexican state of Guanajuato, known for its concentration of automotive and export-oriented industries between the cities of León and Silao.
|
E306654
|
NE FINISHED |
How this triple was built (5 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: León–Silao industrial corridor | Statement: [Silao Municipality, hasEconomicCorridor, León–Silao industrial corridor]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: León–Silao industrial corridor Context triple: [Silao Municipality, hasEconomicCorridor, León–Silao industrial corridor]
-
A.
Mexico City–Acapulco corridor
The Mexico City–Acapulco corridor is a major transportation route in Mexico that links the nation’s capital with the Pacific coastal resort city of Acapulco, serving as a key axis for tourism and commerce.
-
B.
Cancún–Tulum corridor
The Cancún–Tulum corridor is a heavily developed Caribbean coastal strip in Mexico’s Riviera Maya, renowned for its beach resorts, nightlife, and archaeological sites.
-
C.
Veracruz–Mexico City route
The Veracruz–Mexico City route was a crucial 19th-century corridor linking Mexico’s principal Gulf Coast port to its capital, making it a key strategic axis in military campaigns such as the Mexican–American War.
-
D.
Baja California border corridor
The Baja California border corridor is a transnational region along the Mexico–United States border in the state of Baja California, encompassing key border cities and crossings that serve as major hubs for trade, migration, and cultural exchange.
-
E.
Mexico–Querétaro Highway
The Mexico–Querétaro Highway is a major federal toll road in central Mexico that connects Mexico City with the city of Querétaro, serving as a key corridor for regional and national transportation.
- 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: León–Silao industrial corridor Triple: [Silao Municipality, hasEconomicCorridor, León–Silao industrial corridor]
Generated description
The León–Silao industrial corridor is a major manufacturing and logistics hub in the Mexican state of Guanajuato, known for its concentration of automotive and export-oriented industries between the cities of León and Silao.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: León–Silao industrial corridor Target entity description: The León–Silao industrial corridor is a major manufacturing and logistics hub in the Mexican state of Guanajuato, known for its concentration of automotive and export-oriented industries between the cities of León and Silao.
-
A.
Mexico City–Acapulco corridor
The Mexico City–Acapulco corridor is a major transportation route in Mexico that links the nation’s capital with the Pacific coastal resort city of Acapulco, serving as a key axis for tourism and commerce.
-
B.
Cancún–Tulum corridor
The Cancún–Tulum corridor is a heavily developed Caribbean coastal strip in Mexico’s Riviera Maya, renowned for its beach resorts, nightlife, and archaeological sites.
-
C.
Veracruz–Mexico City route
The Veracruz–Mexico City route was a crucial 19th-century corridor linking Mexico’s principal Gulf Coast port to its capital, making it a key strategic axis in military campaigns such as the Mexican–American War.
-
D.
Baja California border corridor
The Baja California border corridor is a transnational region along the Mexico–United States border in the state of Baja California, encompassing key border cities and crossings that serve as major hubs for trade, migration, and cultural exchange.
-
E.
Mexico–Querétaro Highway
The Mexico–Querétaro Highway is a major federal toll road in central Mexico that connects Mexico City with the city of Querétaro, serving as a key corridor for regional and national transportation.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasEconomicCorridor Context triple: [Silao Municipality, hasEconomicCorridor, León–Silao industrial corridor]
-
A.
isIndustrialCorridor
chosen
Indicates that an area or route is designated and used primarily for industrial activities, facilities, or transportation.
-
B.
hasMajorEconomicRegion
Indicates that an entity includes, is associated with, or is part of a primary or significant economic region within a larger economic or geographic context.
-
C.
hasMajorRailCorridor
Indicates that a location or region is traversed by a primary, high-capacity railway route used for significant passenger or freight transport.
-
D.
isEconomicCenter
Indicates that an entity functions as a primary hub for economic activity, such as trade, finance, or industry, within a region or system.
-
E.
hasEconomicOrganization
Indicates that an entity possesses, is associated with, or participates in a specific economic organization or institutional economic structure.
- F. None of above.
Provenance (6 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_69ab4c407c408190857d25e027155ce9 |
completed | March 6, 2026, 9:50 p.m. |
| NER | Named-entity recognition | batch_69abdf437328819098506ec8a3a23e11 |
completed | March 7, 2026, 8:18 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b03141ec9c8190b8163fdfc00c1ee3 |
completed | March 10, 2026, 2:57 p.m. |
| NEDg | Description generation | batch_69b031f7d0fc8190a77e349bd4cdd8a7 |
completed | March 10, 2026, 3 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b033db495c8190bb6989210d72307b |
completed | March 10, 2026, 3:08 p.m. |
| PD | Predicate disambiguation | batch_69abdd0e86808190bcefffafbd3cd441 |
completed | March 7, 2026, 8:08 a.m. |
Created at: March 6, 2026, 10:02 p.m.