Triple

T7181353
Position Surface form Disambiguated ID Type / Status
Subject Tlajomulco de Zúñiga E167453 entity
Predicate hasBorderWith P224 FINISHED
Object Ixtlahuacán de los Membrillos
Ixtlahuacán de los Membrillos is a municipality and town in the state of Jalisco, Mexico, known for its agricultural production and proximity to the Guadalajara metropolitan area.
 E659506 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: Ixtlahuacán de los Membrillos | Statement: [Tlajomulco de Zúñiga, hasBorderWith, Ixtlahuacán de los Membrillos]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ixtlahuacán de los Membrillos
Context triple: [Tlajomulco de Zúñiga, hasBorderWith, Ixtlahuacán de los Membrillos]
  • A. Huejutla de Reyes
    Huejutla de Reyes is a municipality and city in the Huasteca region of northeastern Hidalgo, Mexico, known for its hot climate and rich indigenous Nahua cultural traditions.
  • B. Tezoyuca
    Tezoyuca is a municipality in the State of Mexico, known for its location in the central Mexican plateau and its blend of rural traditions with growing urban development.
  • C. San Cristóbal Texcalucan
    San Cristóbal Texcalucan is a locality within the municipality of Huixquilucan in the State of Mexico, Mexico.
  • D. Ixtlán del Río
    Ixtlán del Río is a town and municipality in the southern part of the Mexican state of Nayarit, known for its nearby archaeological sites and agricultural economy.
  • E. Ixmiquilpan
    Ixmiquilpan is a town and municipality in the Mezquital Valley region of the Mexican state of Hidalgo, known for its Otomí cultural heritage and thermal springs.
  • 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: Ixtlahuacán de los Membrillos
Triple: [Tlajomulco de Zúñiga, hasBorderWith, Ixtlahuacán de los Membrillos]
Generated description
Ixtlahuacán de los Membrillos is a municipality and town in the state of Jalisco, Mexico, known for its agricultural production and proximity to the Guadalajara metropolitan area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ixtlahuacán de los Membrillos
Target entity description: Ixtlahuacán de los Membrillos is a municipality and town in the state of Jalisco, Mexico, known for its agricultural production and proximity to the Guadalajara metropolitan area.
  • A. Huejutla de Reyes
    Huejutla de Reyes is a municipality and city in the Huasteca region of northeastern Hidalgo, Mexico, known for its hot climate and rich indigenous Nahua cultural traditions.
  • B. Tezoyuca
    Tezoyuca is a municipality in the State of Mexico, known for its location in the central Mexican plateau and its blend of rural traditions with growing urban development.
  • C. San Cristóbal Texcalucan
    San Cristóbal Texcalucan is a locality within the municipality of Huixquilucan in the State of Mexico, Mexico.
  • D. Ixtlán del Río
    Ixtlán del Río is a town and municipality in the southern part of the Mexican state of Nayarit, known for its nearby archaeological sites and agricultural economy.
  • E. Ixmiquilpan
    Ixmiquilpan is a town and municipality in the Mezquital Valley region of the Mexican state of Hidalgo, known for its Otomí cultural heritage and thermal springs.
  • 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_69c6888a7c548190a3d39b52a393080f completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6e8bc25088190a7d7f3ba2461b5e9 completed March 27, 2026, 8:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7fa640f0081909a538d4705ca95bc completed March 28, 2026, 3:57 p.m.
NEDg Description generation batch_69c7fe4f8a088190a5cb5967c7eb0ff3 completed March 28, 2026, 4:14 p.m.
NED2 Entity disambiguation (via description) batch_69c7fed81230819091d67fce69276917 completed March 28, 2026, 4:16 p.m.
Created at: March 27, 2026, 2:49 p.m.