Triple

T2594912
Position Surface form Disambiguated ID Type / Status
Subject Tlalnepantla de Baz E58205 entity
Predicate borderedBy P224 FINISHED
Object Atizapán de Zaragoza
Atizapán de Zaragoza is a municipality in the State of Mexico that forms part of the northwestern metropolitan area of Mexico City.
 E289157 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: Atizapán de Zaragoza | Statement: [Tlalnepantla de Baz, borderedBy, Atizapán de Zaragoza]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Atizapán de Zaragoza
Context triple: [Tlalnepantla de Baz, borderedBy, Atizapán de Zaragoza]
  • A. Naucalpan de Juárez
    Naucalpan de Juárez is a large industrial and residential city in the State of Mexico that forms part of the Mexico City metropolitan area.
  • B. Tlalnepantla de Baz
    Tlalnepantla de Baz is a major industrial and residential city in the State of Mexico that forms part of the Mexico City metropolitan area.
  • C. Ecatepec de Morelos
    Ecatepec de Morelos is a densely populated urban municipality in the northeastern part of the Mexico City metropolitan area, known for its rapid growth and significant social and economic challenges.
  • D. Parras de la Fuente
    Parras de la Fuente is a historic town in northern Mexico renowned as one of the country’s oldest wine-producing regions and a notable center of viticulture in Coahuila.
  • E. Tepatitlán de Morelos
    Tepatitlán de Morelos is a prominent city in Mexico known for its agricultural production, religious traditions, and vibrant regional culture.
  • 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: Atizapán de Zaragoza
Triple: [Tlalnepantla de Baz, borderedBy, Atizapán de Zaragoza]
Generated description
Atizapán de Zaragoza is a municipality in the State of Mexico that forms part of the northwestern metropolitan area of Mexico City.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Atizapán de Zaragoza
Target entity description: Atizapán de Zaragoza is a municipality in the State of Mexico that forms part of the northwestern metropolitan area of Mexico City.
  • A. Naucalpan de Juárez
    Naucalpan de Juárez is a large industrial and residential city in the State of Mexico that forms part of the Mexico City metropolitan area.
  • B. Tlalnepantla de Baz
    Tlalnepantla de Baz is a major industrial and residential city in the State of Mexico that forms part of the Mexico City metropolitan area.
  • C. Ecatepec de Morelos
    Ecatepec de Morelos is a densely populated urban municipality in the northeastern part of the Mexico City metropolitan area, known for its rapid growth and significant social and economic challenges.
  • D. Parras de la Fuente
    Parras de la Fuente is a historic town in northern Mexico renowned as one of the country’s oldest wine-producing regions and a notable center of viticulture in Coahuila.
  • E. Tepatitlán de Morelos
    Tepatitlán de Morelos is a prominent city in Mexico known for its agricultural production, religious traditions, and vibrant regional culture.
  • 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_69abd427f58c8190af1c1a9724158c96 completed March 7, 2026, 7:30 a.m.
NED1 Entity disambiguation (via context triple) batch_69afa0490328819093e78ca7b3a30af5 completed March 10, 2026, 4:38 a.m.
NEDg Description generation batch_69afa403e77081909f0beeca3d36fe30 completed March 10, 2026, 4:54 a.m.
NED2 Entity disambiguation (via description) batch_69afa4621900819087987963cb64896b completed March 10, 2026, 4:56 a.m.
Created at: March 6, 2026, 9:49 p.m.