Triple

T12140038
Position Surface form Disambiguated ID Type / Status
Subject Atizapán de Zaragoza E289157 entity
Predicate hasMunicipalSeat P1474 FINISHED
Object Ciudad López Mateos
Ciudad López Mateos is a major urban locality in the State of Mexico that serves as the administrative and commercial center of the municipality of Atizapán de Zaragoza within the Mexico City metropolitan area.
E1001410 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: Ciudad López Mateos | Statement: [Atizapán de Zaragoza, hasMunicipalSeat, Ciudad López Mateos]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ciudad López Mateos
Context triple: [Atizapán de Zaragoza, hasMunicipalSeat, Ciudad López Mateos]
  • A. Toluca
    Toluca is a major city and the capital of the State of Mexico, known for its high altitude, industrial activity, and proximity to the Nevado de Toluca volcano.
  • B. Gustavo A. Madero, Mexico City
    Gustavo A. Madero is a northern borough of Mexico City known for its dense urban character and the major Catholic pilgrimage site of the Basilica of Our Lady of Guadalupe.
  • C. 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.
  • D. Ciudad Nezahualcóyotl
    Ciudad Nezahualcóyotl is a densely populated urban municipality in the State of Mexico, forming part of the Mexico City metropolitan area and known for its working-class neighborhoods and rapid mid-20th-century growth.
  • E. Tepotzotlán
    Tepotzotlán is a historic town in the State of Mexico renowned for its well-preserved colonial architecture and the former Jesuit college and church that now house the National Museum of the Viceroyalty.
  • 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: Ciudad López Mateos
Triple: [Atizapán de Zaragoza, hasMunicipalSeat, Ciudad López Mateos]
Generated description
Ciudad López Mateos is a major urban locality in the State of Mexico that serves as the administrative and commercial center of the municipality of Atizapán de Zaragoza within the Mexico City metropolitan area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ciudad López Mateos
Target entity description: Ciudad López Mateos is a major urban locality in the State of Mexico that serves as the administrative and commercial center of the municipality of Atizapán de Zaragoza within the Mexico City metropolitan area.
  • A. Toluca
    Toluca is a major city and the capital of the State of Mexico, known for its high altitude, industrial activity, and proximity to the Nevado de Toluca volcano.
  • B. Gustavo A. Madero, Mexico City
    Gustavo A. Madero is a northern borough of Mexico City known for its dense urban character and the major Catholic pilgrimage site of the Basilica of Our Lady of Guadalupe.
  • C. 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.
  • D. Ciudad Nezahualcóyotl
    Ciudad Nezahualcóyotl is a densely populated urban municipality in the State of Mexico, forming part of the Mexico City metropolitan area and known for its working-class neighborhoods and rapid mid-20th-century growth.
  • E. Tepotzotlán
    Tepotzotlán is a historic town in the State of Mexico renowned for its well-preserved colonial architecture and the former Jesuit college and church that now house the National Museum of the Viceroyalty.
  • 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_69d6ab4b5e4c81909950b17151eb0951 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d9158eef48819083bdce283a363414 completed April 10, 2026, 3:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69f684cc45b48190a388b38ef301c2f8 completed May 2, 2026, 11:12 p.m.
NEDg Description generation batch_69f685dac5cc8190b4bc2d81186c9266 completed May 2, 2026, 11:16 p.m.
NED2 Entity disambiguation (via description) batch_69f6869156048190b548ecd04561deb8 completed May 2, 2026, 11:19 p.m.
Created at: April 8, 2026, 9:49 p.m.