Triple

T17045462

Position	Surface form	Disambiguated ID	Type / Status
Subject	Anthony, Texas	`E413555`	entity
Predicate	partOf	`P40`	FINISHED
Object	El Paso–Las Cruces combined statistical area The El Paso–Las Cruces combined statistical area is a U.S. metropolitan region spanning parts of far western Texas and southern New Mexico, centered on the cities of El Paso and Las Cruces.	`E1249437`	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: El Paso–Las Cruces combined statistical area | Statement: [Anthony, Texas, partOf, El Paso–Las Cruces combined statistical area]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: El Paso–Las Cruces combined statistical area
Context triple: [Anthony, Texas, partOf, El Paso–Las Cruces combined statistical area]

A. El Paso–Juárez metropolitan area
The El Paso–Juárez metropolitan area is a major binational urban region spanning the U.S.–Mexico border, centered on the cities of El Paso, Texas, and Ciudad Juárez, Chihuahua, and closely linked through extensive economic, social, and cultural ties.
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 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.
D. Santa Fe metropolitan area
The Santa Fe metropolitan area is a U.S. metropolitan region in north-central New Mexico centered on the city of Santa Fe and encompassing surrounding communities and towns.
E. Laredo–Nuevo Laredo metropolitan area
The Laredo–Nuevo Laredo metropolitan area is a major binational urban and economic region straddling the U.S.–Mexico border, centered on the cities of Laredo, Texas, and Nuevo Laredo, Tamaulipas.
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: El Paso–Las Cruces combined statistical area
Triple: [Anthony, Texas, partOf, El Paso–Las Cruces combined statistical area]

Generated description

The El Paso–Las Cruces combined statistical area is a U.S. metropolitan region spanning parts of far western Texas and southern New Mexico, centered on the cities of El Paso and Las Cruces.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: El Paso–Las Cruces combined statistical area
Target entity description: The El Paso–Las Cruces combined statistical area is a U.S. metropolitan region spanning parts of far western Texas and southern New Mexico, centered on the cities of El Paso and Las Cruces.

A. El Paso–Juárez metropolitan area
The El Paso–Juárez metropolitan area is a major binational urban region spanning the U.S.–Mexico border, centered on the cities of El Paso, Texas, and Ciudad Juárez, Chihuahua, and closely linked through extensive economic, social, and cultural ties.
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 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.
D. Santa Fe metropolitan area
The Santa Fe metropolitan area is a U.S. metropolitan region in north-central New Mexico centered on the city of Santa Fe and encompassing surrounding communities and towns.
E. Laredo–Nuevo Laredo metropolitan area
The Laredo–Nuevo Laredo metropolitan area is a major binational urban and economic region straddling the U.S.–Mexico border, centered on the cities of Laredo, Texas, and Nuevo Laredo, Tamaulipas.
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_69d886cd18288190b006abab23f811b7`	completed	April 10, 2026, 5:12 a.m.
NER	Named-entity recognition	`batch_69e3da9d7e988190a5e3991c7123f9b0`	completed	April 18, 2026, 7:25 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a012ed472d48190bc6aed49464dc1ff`	completed	May 11, 2026, 1:20 a.m.
NEDg	Description generation	`batch_6a012fe2a1b081909483baef845cc2c1`	completed	May 11, 2026, 1:24 a.m.
NED2	Entity disambiguation (via description)	`batch_6a0130c2ad9881909d8a8b64ebb59aa6`	completed	May 11, 2026, 1:28 a.m.

Created at: April 10, 2026, 5:33 a.m.