Triple

T11844297
Position Surface form Disambiguated ID Type / Status
Subject Mexican Federal Highway 57 E281731 entity
Predicate connectsIndustrialRegion P74434 FINISHED
Object Monterrey–Saltillo industrial area E711981 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: Monterrey–Saltillo industrial area | Statement: [Mexican Federal Highway 57, connectsIndustrialRegion, Monterrey–Saltillo industrial area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Monterrey–Saltillo industrial area
Context triple: [Mexican Federal Highway 57, connectsIndustrialRegion, Monterrey–Saltillo industrial area]
  • A. Monterrey metropolitan industrial region chosen
    The Monterrey metropolitan industrial region is a major economic hub in northeastern Mexico, centered on the city of Monterrey and known for its heavy industry, manufacturing, and commercial activity.
  • B. 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.
  • C. Lerma–Toluca industrial corridor
    The Lerma–Toluca industrial corridor is a major manufacturing and logistics zone in the State of Mexico that concentrates numerous factories, warehouses, and industrial parks linking the cities of Lerma and Toluca.
  • D. Bajío metropolitan area
    The Bajío metropolitan area is a major urban and economic region in central Mexico centered around key cities such as León in the state of Guanajuato.
  • E. City of Monterrey
    The City of Monterrey is a major industrial and economic hub in northeastern Mexico, known for its modern skyline, universities, and role as the capital of the state of Nuevo León.
  • 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_69d6ab287ba48190a5178779fd19b9b7 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d8a65a597c8190b09f57463b279afc completed April 10, 2026, 7:27 a.m.
NED1 Entity disambiguation (via context triple) batch_69f1679729c08190a9f6750586f90d8d completed April 29, 2026, 2:06 a.m.
Created at: April 8, 2026, 9:43 p.m.