Triple

T4305662
Position Surface form Disambiguated ID Type / Status
Subject Dona Ana County, New Mexico E99948 entity
Predicate partOfMetropolitanArea P294 FINISHED
Object Las Cruces metropolitan area
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.
 E448007 NE FINISHED

How this triple was built (4 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: [Dona Ana County, 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: [Dona Ana County, New Mexico, partOfMetropolitanArea, Las Cruces metropolitan area]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Rio Rancho
    Rio Rancho is a rapidly growing suburban city in central New Mexico, located just northwest of Albuquerque.
  • E. San Antonio, New Mexico
    San Antonio, New Mexico is a small unincorporated community in Socorro County best known for its proximity to the Trinity nuclear test site and as the birthplace of Conrad Hilton.
  • 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: Las Cruces metropolitan area
Triple: [Dona Ana County, New Mexico, partOfMetropolitanArea, Las Cruces metropolitan area]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Las Cruces metropolitan area
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Rio Rancho
    Rio Rancho is a rapidly growing suburban city in central New Mexico, located just northwest of Albuquerque.
  • E. San Antonio, New Mexico
    San Antonio, New Mexico is a small unincorporated community in Socorro County best known for its proximity to the Trinity nuclear test site and as the birthplace of Conrad Hilton.
  • F. None of above. chosen

Provenance (5 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_69b345528ebc8190b5abc7e95094792d completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b350ba57ec8190afda7d8318e5d2d0 completed March 12, 2026, 11:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69bd6f7bfd4c8190adf670a5a11c8182 completed March 20, 2026, 4:02 p.m.
NEDg Description generation batch_69bd71aecafc8190b0815d0308bbcaa9 completed March 20, 2026, 4:11 p.m.
NED2 Entity disambiguation (via description) batch_69bd75f39d788190b9e394050c55f44d completed March 20, 2026, 4:29 p.m.
Created at: March 12, 2026, 11:09 p.m.