Triple

T1699695

Position	Surface form	Disambiguated ID	Type / Status
Subject	Piedras Negras, Coahuila, Mexico	`E36739`	entity
Predicate	hasInternationalBridgeTo	`P31305`	FINISHED
Object	Eagle Pass, Texas	`E213316`	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: Eagle Pass, Texas | Statement: [Piedras Negras, Coahuila, Mexico, hasInternationalBridgeTo, Eagle Pass, Texas]

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

Target entity: Eagle Pass, Texas
Context triple: [Piedras Negras, Coahuila, Mexico, hasInternationalBridgeTo, Eagle Pass, Texas]

A. Eagle Pass, Texas chosen
Eagle Pass, Texas is a U.S. border city on the Rio Grande known as a major crossing point and twin city to Piedras Negras, Coahuila, Mexico.
B. Pharr, Texas
Pharr, Texas is a rapidly growing city in the Rio Grande Valley of South Texas, known as a major commercial and transportation hub on the U.S.–Mexico border.
C. Laredo, Texas
Laredo, Texas is a major city on the U.S.–Mexico border and a key international trade hub located along the Rio Grande in southern Texas.
D. 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.
E. 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.
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: hasInternationalBridgeTo
Context triple: [Piedras Negras, Coahuila, Mexico, hasInternationalBridgeTo, Eagle Pass, Texas]

A. hasNumberOfBridges
Indicates the quantitative relationship specifying how many bridges are associated with a given entity.
B. hasBridgeTypeCrossing
Indicates that a bridge is characterized by a specific type of crossing it provides or supports.
C. hasMajorBridge
Indicates that one entity possesses or includes a primary or significant bridge associated with it.
D. hasBridgeTunnel
Indicates that there exists a bridge or tunnel connection between two locations or structures.
E. hasBridgeAccess
Indicates that an entity is permitted to enter or use a specific bridge or bridge-controlled area.
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_69a886163dec8190859c514232a37a05`	completed	March 4, 2026, 7:20 p.m.
NER	Named-entity recognition	`batch_69aaf169da888190b3aa334752f1952b`	completed	March 6, 2026, 3:23 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69adfb96d12481908f8d7d5c9f1f103f`	completed	March 8, 2026, 10:43 p.m.
PD	Predicate disambiguation	`batch_69aa61b8ce348190b46154af0b041ff0`	completed	March 6, 2026, 5:10 a.m.
PDg	Predicate description generation	`batch_69aaf16865488190a76577b36760dc7a`	completed	March 6, 2026, 3:23 p.m.

Created at: March 4, 2026, 7:30 p.m.