Triple

T11725932
Position Surface form Disambiguated ID Type / Status
Subject McAllen–Edinburg–Mission metropolitan area E278766 entity
Predicate borderCrossingPartner P72269 FINISHED
Object Reynosa, Tamaulipas E185514 NE FINISHED

How this triple was built (3 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, Tamaulipas | Statement: [McAllen–Edinburg–Mission metropolitan area, borderCrossingPartner, Reynosa, Tamaulipas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Reynosa, Tamaulipas
Context triple: [McAllen–Edinburg–Mission metropolitan area, borderCrossingPartner, Reynosa, Tamaulipas]
  • A. Reynosa chosen
    Reynosa is a major industrial and border city in northeastern Mexico, located across the Rio Grande from McAllen, Texas.
  • B. Matamoros, Coahuila
    Matamoros, Coahuila is a municipality and city in northern Mexico’s state of Coahuila, known as part of the industrial and agricultural Laguna Region centered around Torreón.
  • C. Matamoros
    Matamoros is a Mexican border city in the state of Tamaulipas, located directly across the Rio Grande from Brownsville, Texas, and known as an important hub for trade and manufacturing.
  • D. McAllen, Texas
    McAllen, Texas is a major city in the Rio Grande Valley of southern Texas, known as a regional hub for international trade, retail, and cross-border culture near the U.S.–Mexico border.
  • E. Edinburg, Texas
    Edinburg, Texas is a city in the Rio Grande Valley of South Texas that serves as the county seat of Hidalgo County and home to the University of Texas Rio Grande Valley’s main campus.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: borderCrossingPartner
Context triple: [McAllen–Edinburg–Mission metropolitan area, borderCrossingPartner, Reynosa, Tamaulipas]
  • A. crossBorderPartner chosen
    Indicates a partnership relationship between entities that operate across national or jurisdictional borders.
  • B. hasBorderCrossing
    Indicates that there exists a point or facility where movement or transit is possible between the boundaries of two adjacent regions or jurisdictions.
  • C. borderCrossingRequirement
    Indicates the conditions or obligations that must be met for an entity to legally or formally cross a border between jurisdictions.
  • D. hasBorderCrossingFunction
    Indicates that an entity serves as a location or facility where people, goods, or vehicles can legally cross a border between jurisdictions.
  • E. usesBorderCrossing
    Indicates that one entity makes use of a specific border crossing point to pass from one jurisdiction or territory to another.
  • F. None of above.

Provenance (4 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_69ef83d9fe70819089b9f3585188f96c completed April 27, 2026, 3:42 p.m.
PD Predicate disambiguation batch_69d88a7f51248190bf492bd7509b5413 completed April 10, 2026, 5:28 a.m.
Created at: April 8, 2026, 9:41 p.m.