Triple

T11725914
Position Surface form Disambiguated ID Type / Status
Subject McAllen–Edinburg–Mission metropolitan area E278766 entity
Predicate borderCityCluster P85379 FINISHED
Object Reynosa–McAllen area
The Reynosa–McAllen area is a major transborder urban region linking McAllen, Texas, with Reynosa, Mexico, characterized by intensive cross-border trade, manufacturing, and cultural exchange.
E943409 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: Reynosa–McAllen area | Statement: [McAllen–Edinburg–Mission metropolitan area, borderCityCluster, Reynosa–McAllen area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Reynosa–McAllen area
Context triple: [McAllen–Edinburg–Mission metropolitan area, borderCityCluster, Reynosa–McAllen area]
  • A. McAllen–Edinburg–Mission metropolitan area
    The McAllen–Edinburg–Mission metropolitan area is a major urban region in South Texas’ Rio Grande Valley centered on the cities of McAllen, Edinburg, and Mission near the U.S.–Mexico border.
  • B. San Antonio–New Braunfels metropolitan area
    The San Antonio–New Braunfels metropolitan area is a major South Texas urban region centered on San Antonio and its surrounding communities, known for its rapid growth, diverse economy, and blend of historic and modern cultural attractions.
  • C. Brownsville–Matamoros metropolitan area
    The Brownsville–Matamoros metropolitan area is a major transborder urban region spanning Brownsville, Texas, and Matamoros, Tamaulipas, serving as a key hub for U.S.–Mexico trade, culture, and daily cross-border movement.
  • D. 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.
  • E. Nuevo Laredo
    Nuevo Laredo is a major Mexican border city in the state of Tamaulipas, located across the Rio Grande from Laredo, Texas, and serving as an important hub for international trade and 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: Reynosa–McAllen area
Triple: [McAllen–Edinburg–Mission metropolitan area, borderCityCluster, Reynosa–McAllen area]
Generated description
The Reynosa–McAllen area is a major transborder urban region linking McAllen, Texas, with Reynosa, Mexico, characterized by intensive cross-border trade, manufacturing, and cultural exchange.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Reynosa–McAllen area
Target entity description: The Reynosa–McAllen area is a major transborder urban region linking McAllen, Texas, with Reynosa, Mexico, characterized by intensive cross-border trade, manufacturing, and cultural exchange.
  • A. McAllen–Edinburg–Mission metropolitan area
    The McAllen–Edinburg–Mission metropolitan area is a major urban region in South Texas’ Rio Grande Valley centered on the cities of McAllen, Edinburg, and Mission near the U.S.–Mexico border.
  • B. San Antonio–New Braunfels metropolitan area
    The San Antonio–New Braunfels metropolitan area is a major South Texas urban region centered on San Antonio and its surrounding communities, known for its rapid growth, diverse economy, and blend of historic and modern cultural attractions.
  • C. Brownsville–Matamoros metropolitan area
    The Brownsville–Matamoros metropolitan area is a major transborder urban region spanning Brownsville, Texas, and Matamoros, Tamaulipas, serving as a key hub for U.S.–Mexico trade, culture, and daily cross-border movement.
  • D. 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.
  • E. Nuevo Laredo
    Nuevo Laredo is a major Mexican border city in the state of Tamaulipas, located across the Rio Grande from Laredo, Texas, and serving as an important hub for international trade and transportation.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: borderCityCluster
Context triple: [McAllen–Edinburg–Mission metropolitan area, borderCityCluster, Reynosa–McAllen area]
  • A. borderRegion
    Indicates a region that lies along or near the boundary separating two distinct geographic or political areas.
  • B. hasBorderCity
    Indicates that one location is a city situated on or very near the border of another geographic or political region.
  • C. borderedBy
    Indicates that one entity shares a common boundary or edge with another entity.
  • D. shareMajorBorderCities chosen
    Indicates that two regions or countries have a shared border along which there are one or more major cities situated on or near that boundary.
  • E. borderTerminus
    Indicates the endpoint location where a border between two areas or entities begins or ends.
  • 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_69d6aaffec6881908bead509e8621742 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8a4d70d908190b5f47c2ef501a191 completed April 10, 2026, 7:20 a.m.
NED1 Entity disambiguation (via context triple) batch_69f0198de0708190bc3f6ec2533c8a5b completed April 28, 2026, 2:21 a.m.
NEDg Description generation batch_69f0319271788190a105828ae7582668 completed April 28, 2026, 4:03 a.m.
NED2 Entity disambiguation (via description) batch_69f05a44dcb88190a0bb57b0c8fef6b9 completed April 28, 2026, 6:57 a.m.
PD Predicate disambiguation batch_69d88a7f51248190bf492bd7509b5413 completed April 10, 2026, 5:28 a.m.
Created at: April 8, 2026, 9:41 p.m.