Triple

T2979119

Position	Surface form	Disambiguated ID	Type / Status
Subject	Mexican Federal Highway 45	`E80467`	entity
Predicate	hasJunctionWith	`P1018`	FINISHED
Object	Mexican Federal Highway 40 Mexican Federal Highway 40 is a major east–west route in northern Mexico that connects the Pacific coast city of Mazatlán in Sinaloa with the inland city of Reynosa in Tamaulipas, traversing the Sierra Madre Occidental.	`E322896`	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: Mexican Federal Highway 40 | Statement: [Mexican Federal Highway 45, hasJunctionWith, Mexican Federal Highway 40]

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

Target entity: Mexican Federal Highway 40
Context triple: [Mexican Federal Highway 45, hasJunctionWith, Mexican Federal Highway 40]

A. Mexican Federal Highway 1
Mexican Federal Highway 1 is a major north–south roadway that runs the length of the Baja California Peninsula in Mexico, connecting the U.S. border to numerous cities and coastal destinations.
B. Mexican Federal Highway 45
Mexican Federal Highway 45 is a major north–south roadway in Mexico that forms part of the Inter-American Highway, connecting key cities in the central and northern regions of the country.
C. Mexican Federal Highway 2
Mexican Federal Highway 2 is a major east–west roadway in northern Mexico that runs along the U.S. border, connecting multiple border crossings and key cities in the region.
D. Mexican Federal Highway 15
Mexican Federal Highway 15 is a major north–south route in Mexico that runs from the U.S. border at Nogales through key cities like Hermosillo, Mazatlán, and Guadalajara toward Mexico City, serving as one of the country’s primary transportation corridors.
E. Mexican Federal Highway 55
Mexican Federal Highway 55 is a major north–south federal roadway in Mexico that connects several central states and links important regional cities within the national highway network.
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: Mexican Federal Highway 40
Triple: [Mexican Federal Highway 45, hasJunctionWith, Mexican Federal Highway 40]

Generated description

Mexican Federal Highway 40 is a major east–west route in northern Mexico that connects the Pacific coast city of Mazatlán in Sinaloa with the inland city of Reynosa in Tamaulipas, traversing the Sierra Madre Occidental.

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

Target entity: Mexican Federal Highway 40
Target entity description: Mexican Federal Highway 40 is a major east–west route in northern Mexico that connects the Pacific coast city of Mazatlán in Sinaloa with the inland city of Reynosa in Tamaulipas, traversing the Sierra Madre Occidental.

A. Mexican Federal Highway 1
Mexican Federal Highway 1 is a major north–south roadway that runs the length of the Baja California Peninsula in Mexico, connecting the U.S. border to numerous cities and coastal destinations.
B. Mexican Federal Highway 45
Mexican Federal Highway 45 is a major north–south roadway in Mexico that forms part of the Inter-American Highway, connecting key cities in the central and northern regions of the country.
C. Mexican Federal Highway 2
Mexican Federal Highway 2 is a major east–west roadway in northern Mexico that runs along the U.S. border, connecting multiple border crossings and key cities in the region.
D. Mexican Federal Highway 15
Mexican Federal Highway 15 is a major north–south route in Mexico that runs from the U.S. border at Nogales through key cities like Hermosillo, Mazatlán, and Guadalajara toward Mexico City, serving as one of the country’s primary transportation corridors.
E. Mexican Federal Highway 55
Mexican Federal Highway 55 is a major north–south federal roadway in Mexico that connects several central states and links important regional cities within the national highway network.
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_69ad8b15f6ac8190be5fd16a33edcb4f`	completed	March 8, 2026, 2:43 p.m.
NER	Named-entity recognition	`batch_69ad999cca40819082e2d6d10bdb7872`	completed	March 8, 2026, 3:45 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b1eede693c8190a49be9d267bed6fa`	completed	March 11, 2026, 10:38 p.m.
NEDg	Description generation	`batch_69b1ef97b8a88190b5d6c526c32d1b31`	completed	March 11, 2026, 10:41 p.m.
NED2	Entity disambiguation (via description)	`batch_69b1f0df33808190900b0422a8057bfd`	completed	March 11, 2026, 10:46 p.m.

Created at: March 8, 2026, 2:58 p.m.