Triple

T2594923

Position	Surface form	Disambiguated ID	Type / Status
Subject	Tlalnepantla de Baz	`E58205`	entity
Predicate	roadNetworkIncludes	`P3374`	FINISHED
Object	Mexican Federal Highway 57 Mexican Federal Highway 57 is a major north–south federal highway in Mexico that connects Mexico City with key central and northern regions, serving as one of the country’s primary transportation corridors.	`E281731`	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 57 | Statement: [Tlalnepantla de Baz, roadNetworkIncludes, Mexican Federal Highway 57]

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

Target entity: Mexican Federal Highway 57
Context triple: [Tlalnepantla de Baz, roadNetworkIncludes, Mexican Federal Highway 57]

A. 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.
B. Mexican Federal Highway 85
Mexican Federal Highway 85 is a major north–south Mexican roadway that begins at the U.S. border in Nuevo Laredo and runs through key cities toward central and southern Mexico.
C. 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.
D. Mexican Federal Highway 95
Mexican Federal Highway 95 is a major north–south roadway in Mexico that connects Mexico City with the Pacific coast city of Acapulco, traversing diverse terrains including the Sierra Madre del Sur.
E. 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.
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 57
Triple: [Tlalnepantla de Baz, roadNetworkIncludes, Mexican Federal Highway 57]

Generated description

Mexican Federal Highway 57 is a major north–south federal highway in Mexico that connects Mexico City with key central and northern regions, serving as one of the country’s primary transportation corridors.

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

Target entity: Mexican Federal Highway 57
Target entity description: Mexican Federal Highway 57 is a major north–south federal highway in Mexico that connects Mexico City with key central and northern regions, serving as one of the country’s primary transportation corridors.

A. 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.
B. Mexican Federal Highway 85
Mexican Federal Highway 85 is a major north–south Mexican roadway that begins at the U.S. border in Nuevo Laredo and runs through key cities toward central and southern Mexico.
C. 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.
D. Mexican Federal Highway 95
Mexican Federal Highway 95 is a major north–south roadway in Mexico that connects Mexico City with the Pacific coast city of Acapulco, traversing diverse terrains including the Sierra Madre del Sur.
E. 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.
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_69ab4ac14040819098b13f4a27d5c8ff`	completed	March 6, 2026, 9:44 p.m.
NER	Named-entity recognition	`batch_69abd42978f881909f217e7ec9ac3144`	completed	March 7, 2026, 7:30 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69af83c3607c81908bb4aceca46c5392`	completed	March 10, 2026, 2:36 a.m.
NEDg	Description generation	`batch_69af84a08ffc8190b113d07f3d322d0c`	completed	March 10, 2026, 2:40 a.m.
NED2	Entity disambiguation (via description)	`batch_69af85a052448190898ee1a2f8368122`	completed	March 10, 2026, 2:44 a.m.

Created at: March 6, 2026, 9:49 p.m.