Triple

T21620259
Position Surface form Disambiguated ID Type / Status
Subject Municipality of Hermosillo E533556 entity
Predicate hasBorderWith P224 FINISHED
Object Municipality of Mazatán
The Municipality of Mazatán is a small administrative region in the Mexican state of Sonora, known for its rural character and agricultural activities.
 E1492609 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 Mazatán | Statement: [Municipality of Hermosillo, hasBorderWith, Municipality of Mazatán]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Municipality of Mazatán
Context triple: [Municipality of Hermosillo, hasBorderWith, Municipality of Mazatán]
  • A. Municipality of Matehuala
    The Municipality of Matehuala is an administrative division in the state of San Luis Potosí, Mexico, centered on the city of Matehuala and responsible for local governance and public services in the surrounding region.
  • B. Municipality of El Mante
    The Municipality of El Mante is a local government area in the state of Tamaulipas, Mexico, centered around the city of Ciudad Mante and known for its agricultural production, particularly sugarcane.
  • C. Municipality of Orizaba
    The Municipality of Orizaba is a local governmental division in the state of Veracruz, Mexico, encompassing the city of Orizaba and its surrounding communities.
  • D. Municipality of Cihuatlán
    The Municipality of Cihuatlán is a coastal municipality in the state of Jalisco, Mexico, known for its beaches, tourism, and location within the Costa Alegre region along the Pacific Ocean.
  • E. Municipality of Amatlán de Cañas
    The Municipality of Amatlán de Cañas is an administrative region in the state of Nayarit, Mexico, encompassing the town of Amatlán de Cañas and its surrounding rural communities.
  • 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 Mazatán
Triple: [Municipality of Hermosillo, hasBorderWith, Municipality of Mazatán]
Generated description
The Municipality of Mazatán is a small administrative region in the Mexican state of Sonora, known for its rural character and agricultural activities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Municipality of Mazatán
Target entity description: The Municipality of Mazatán is a small administrative region in the Mexican state of Sonora, known for its rural character and agricultural activities.
  • A. Municipality of Matehuala
    The Municipality of Matehuala is an administrative division in the state of San Luis Potosí, Mexico, centered on the city of Matehuala and responsible for local governance and public services in the surrounding region.
  • B. Municipality of El Mante
    The Municipality of El Mante is a local government area in the state of Tamaulipas, Mexico, centered around the city of Ciudad Mante and known for its agricultural production, particularly sugarcane.
  • C. Municipality of Orizaba
    The Municipality of Orizaba is a local governmental division in the state of Veracruz, Mexico, encompassing the city of Orizaba and its surrounding communities.
  • D. Municipality of Cihuatlán
    The Municipality of Cihuatlán is a coastal municipality in the state of Jalisco, Mexico, known for its beaches, tourism, and location within the Costa Alegre region along the Pacific Ocean.
  • E. Municipality of Amatlán de Cañas
    The Municipality of Amatlán de Cañas is an administrative region in the state of Nayarit, Mexico, encompassing the town of Amatlán de Cañas and its surrounding rural communities.
  • 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_6a09fd43e18881909d7ae551efe1cbe5 completed May 17, 2026, 5:39 p.m.
NEDg Description generation batch_6a09fe19b604819085fed5f3d9591273 completed May 17, 2026, 5:42 p.m.
NED2 Entity disambiguation (via description) batch_6a09fedf812881908226e4d164b9d01a completed May 17, 2026, 5:46 p.m.
Created at: April 16, 2026, 6:34 p.m.