Triple

T21620264

Position	Surface form	Disambiguated ID	Type / Status
Subject	Municipality of Hermosillo	`E533556`	entity
Predicate	hasBorderWith	`P224`	FINISHED
Object	Municipality of Puerto Peñasco The Municipality of Puerto Peñasco is a coastal municipality in the Mexican state of Sonora, known for its tourism-centered city of Puerto Peñasco (Rocky Point) on the Gulf of California.	`E1494037`	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: Municipality of Puerto Peñasco | Statement: [Municipality of Hermosillo, hasBorderWith, Municipality of Puerto Peñasco]

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

Target entity: Municipality of Puerto Peñasco
Context triple: [Municipality of Hermosillo, hasBorderWith, Municipality of Puerto Peñasco]

A. Municipality of Hermosillo
The Municipality of Hermosillo is an administrative division in the state of Sonora, Mexico, encompassing the city of Hermosillo and its surrounding areas.
B. Municipality of Ensenada
The Municipality of Ensenada is a large coastal municipality in Baja California, Mexico, encompassing the city of Ensenada and extensive surrounding rural and natural areas.
C. Municipality of Playas de Rosarito
The Municipality of Playas de Rosarito is a coastal Mexican municipality in the state of Baja California, known for its beaches, tourism, and proximity to the U.S.–Mexico border near Tijuana and San Diego.
D. Municipality of Mulegé
The Municipality of Mulegé is a large, sparsely populated coastal municipality in Baja California Sur, Mexico, known for its desert landscapes, historic towns, and nearby UNESCO-listed rock art sites.
E. Municipality of Mexicali
The Municipality of Mexicali is a major administrative region in the state of Baja California, Mexico, centered on the border city of Mexicali and known for its significant industrial, agricultural, and cross-border economic activity with the United States.
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: Municipality of Puerto Peñasco
Triple: [Municipality of Hermosillo, hasBorderWith, Municipality of Puerto Peñasco]

Generated description

The Municipality of Puerto Peñasco is a coastal municipality in the Mexican state of Sonora, known for its tourism-centered city of Puerto Peñasco (Rocky Point) on the Gulf of California.

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

Target entity: Municipality of Puerto Peñasco
Target entity description: The Municipality of Puerto Peñasco is a coastal municipality in the Mexican state of Sonora, known for its tourism-centered city of Puerto Peñasco (Rocky Point) on the Gulf of California.

A. Municipality of Hermosillo
The Municipality of Hermosillo is an administrative division in the state of Sonora, Mexico, encompassing the city of Hermosillo and its surrounding areas.
B. Municipality of Ensenada
The Municipality of Ensenada is a large coastal municipality in Baja California, Mexico, encompassing the city of Ensenada and extensive surrounding rural and natural areas.
C. Municipality of Playas de Rosarito
The Municipality of Playas de Rosarito is a coastal Mexican municipality in the state of Baja California, known for its beaches, tourism, and proximity to the U.S.–Mexico border near Tijuana and San Diego.
D. Municipality of Mulegé
The Municipality of Mulegé is a large, sparsely populated coastal municipality in Baja California Sur, Mexico, known for its desert landscapes, historic towns, and nearby UNESCO-listed rock art sites.
E. Municipality of Mexicali
The Municipality of Mexicali is a major administrative region in the state of Baja California, Mexico, centered on the border city of Mexicali and known for its significant industrial, agricultural, and cross-border economic activity with the United States.
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_69e0c464fba881908d0ff2ac80511ce1`	completed	April 16, 2026, 11:13 a.m.
NER	Named-entity recognition	`batch_69ef3baeeae48190b78583b3bec8ee33`	completed	April 27, 2026, 10:34 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a0a0f9118808190beb4a812621920ee`	completed	May 17, 2026, 6:57 p.m.
NEDg	Description generation	`batch_6a0a108bf4608190af587dd34077f2ad`	completed	May 17, 2026, 7:01 p.m.
NED2	Entity disambiguation (via description)	`batch_6a0a110507d48190ad75223311ce159e`	completed	May 17, 2026, 7:03 p.m.

Created at: April 16, 2026, 6:34 p.m.