Triple

T10432506
Position Surface form Disambiguated ID Type / Status
Subject La Paz, State of Mexico E245950 entity
Predicate borderedBy P224 FINISHED
Object Tláhuac, Mexico City
Tláhuac, Mexico City is a largely semi-rural borough in the southeastern part of Mexico City known for its chinampa farming areas, traditional towns, and rapid urbanization.
 E874762 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: Tláhuac, Mexico City | Statement: [La Paz, State of Mexico, borderedBy, Tláhuac, Mexico City]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tláhuac, Mexico City
Context triple: [La Paz, State of Mexico, borderedBy, Tláhuac, Mexico City]
  • A. Azcapotzalco, Mexico City
    Azcapotzalco is a historic borough in the northwest of Mexico City known for its pre-Hispanic heritage, colonial-era churches, and industrial and residential urban landscape.
  • B. Iztacalco, Mexico City
    Iztacalco is one of the 16 boroughs (alcaldías) of Mexico City, known for its dense urban character, historic canals, and traditional neighborhoods.
  • C. Tlalpan, Mexico City
    Tlalpan, Mexico City is a large southern borough of Mexico City known for its historic center, extensive green areas, and mix of urban and rural zones.
  • D. Tacuba, Mexico City
    Tacuba is a historic neighborhood in Mexico City known for its pre-Hispanic roots, colonial-era landmarks, and role as a traditional urban center within the capital.
  • E. Lomas de Sotelo, Mexico City
    Lomas de Sotelo, Mexico City is a district in the northwest of Mexico City known for its major military installations and government facilities.
  • 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: Tláhuac, Mexico City
Triple: [La Paz, State of Mexico, borderedBy, Tláhuac, Mexico City]
Generated description
Tláhuac, Mexico City is a largely semi-rural borough in the southeastern part of Mexico City known for its chinampa farming areas, traditional towns, and rapid urbanization.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tláhuac, Mexico City
Target entity description: Tláhuac, Mexico City is a largely semi-rural borough in the southeastern part of Mexico City known for its chinampa farming areas, traditional towns, and rapid urbanization.
  • A. Azcapotzalco, Mexico City
    Azcapotzalco is a historic borough in the northwest of Mexico City known for its pre-Hispanic heritage, colonial-era churches, and industrial and residential urban landscape.
  • B. Iztacalco, Mexico City
    Iztacalco is one of the 16 boroughs (alcaldías) of Mexico City, known for its dense urban character, historic canals, and traditional neighborhoods.
  • C. Tlalpan, Mexico City
    Tlalpan, Mexico City is a large southern borough of Mexico City known for its historic center, extensive green areas, and mix of urban and rural zones.
  • D. Tacuba, Mexico City
    Tacuba is a historic neighborhood in Mexico City known for its pre-Hispanic roots, colonial-era landmarks, and role as a traditional urban center within the capital.
  • E. Lomas de Sotelo, Mexico City
    Lomas de Sotelo, Mexico City is a district in the northwest of Mexico City known for its major military installations and government facilities.
  • 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_69d381bf3dc08190bf35a2643e4e8f22 completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4ea64f12c81909861d0d5165da2a2 completed April 7, 2026, 11:28 a.m.
NED1 Entity disambiguation (via context triple) batch_69d95e5197cc8190ad70c665ec2f8fa8 completed April 10, 2026, 8:32 p.m.
NEDg Description generation batch_69d95f508b6481909405f0404246c69e completed April 10, 2026, 8:36 p.m.
NED2 Entity disambiguation (via description) batch_69d9600a29808190af583d2fd696ec6a completed April 10, 2026, 8:39 p.m.
Created at: April 6, 2026, 12:13 p.m.