Triple

T5368677
Position Surface form Disambiguated ID Type / Status
Subject Las Cruces, New Mexico E108791 entity
Predicate partOfMetropolitanArea P294 FINISHED
Object Las Cruces metropolitan area E448007 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: Las Cruces metropolitan area | Statement: [Las Cruces, New Mexico, partOfMetropolitanArea, Las Cruces metropolitan area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Las Cruces metropolitan area
Context triple: [Las Cruces, New Mexico, partOfMetropolitanArea, Las Cruces metropolitan area]
  • A. Las Cruces metropolitan area chosen
    The Las Cruces metropolitan area is a U.S. metropolitan region in southern New Mexico centered on the city of Las Cruces and serving as a regional hub for commerce, education, and culture.
  • B. Albuquerque metropolitan area
    The Albuquerque metropolitan area is a population and economic hub in central New Mexico centered on the city of Albuquerque and encompassing surrounding counties and communities.
  • C. Las Cruces, New Mexico
    Las Cruces, New Mexico is a city in southern New Mexico known as a regional hub for education, agriculture, and technology, and as the home of New Mexico State University.
  • D. Albuquerque
    Albuquerque is the largest city in New Mexico, known for its high desert landscape, multicultural heritage, and institutions like the University of New Mexico.
  • E. Rio Rancho
    Rio Rancho is a rapidly growing suburban city in central New Mexico, located just northwest of Albuquerque.
  • 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_69bd440c77948190aad2a5f39b7b80f5 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd86856f688190a34ab93619bae134 completed March 20, 2026, 5:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf411955e8819082648e9a86fbaf7c completed March 22, 2026, 1:08 a.m.
Created at: March 20, 2026, 2:02 p.m.