Triple

T2921253
Position Surface form Disambiguated ID Type / Status
Subject Alcaldía Tláhuac E78728 entity
Predicate hasPublicWorksDepartment P40009 FINISHED
Object Dirección de Obras of Alcaldía Tláhuac
The Dirección de Obras of Alcaldía Tláhuac is the municipal office responsible for planning, regulating, and overseeing public works and urban infrastructure projects within the Tláhuac borough of Mexico City.
E78728 NE FINISHED

How this triple was built (5 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: Dirección de Obras of Alcaldía Tláhuac | Statement: [Alcaldía Tláhuac, hasPublicWorksDepartment, Dirección de Obras of Alcaldía Tláhuac]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dirección de Obras of Alcaldía Tláhuac
Context triple: [Alcaldía Tláhuac, hasPublicWorksDepartment, Dirección de Obras of Alcaldía Tláhuac]
  • A. Alcaldía Tláhuac
    Alcaldía Tláhuac is the local government body and administrative authority of the Tláhuac borough in Mexico City.
  • B. Iztapalapa borough hall
    Iztapalapa borough hall is the main administrative and governmental building serving Mexico City’s populous Iztapalapa borough.
  • C. Alcaldía Azcapotzalco
    Alcaldía Azcapotzalco is the local government authority responsible for administering public services, urban management, and community programs in the Azcapotzalco borough of Mexico City.
  • D. Alcaldía Miguel Hidalgo
    Alcaldía Miguel Hidalgo is one of Mexico City’s borough-level administrative divisions, known for encompassing several central, residential, and commercial neighborhoods.
  • E. Borough of Cuauhtémoc government
    The Borough of Cuauhtémoc government is the local administrative authority responsible for managing public services, urban planning, and governance in Mexico City’s central Cuauhtémoc borough.
  • 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: Dirección de Obras of Alcaldía Tláhuac
Triple: [Alcaldía Tláhuac, hasPublicWorksDepartment, Dirección de Obras of Alcaldía Tláhuac]
Generated description
The Dirección de Obras of Alcaldía Tláhuac is the municipal office responsible for planning, regulating, and overseeing public works and urban infrastructure projects within the Tláhuac borough of Mexico City.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dirección de Obras of Alcaldía Tláhuac
Target entity description: The Dirección de Obras of Alcaldía Tláhuac is the municipal office responsible for planning, regulating, and overseeing public works and urban infrastructure projects within the Tláhuac borough of Mexico City.
  • A. Alcaldía Tláhuac chosen
    Alcaldía Tláhuac is the local government body and administrative authority of the Tláhuac borough in Mexico City.
  • B. Iztapalapa borough hall
    Iztapalapa borough hall is the main administrative and governmental building serving Mexico City’s populous Iztapalapa borough.
  • C. Alcaldía Azcapotzalco
    Alcaldía Azcapotzalco is the local government authority responsible for administering public services, urban management, and community programs in the Azcapotzalco borough of Mexico City.
  • D. Alcaldía Miguel Hidalgo
    Alcaldía Miguel Hidalgo is one of Mexico City’s borough-level administrative divisions, known for encompassing several central, residential, and commercial neighborhoods.
  • E. Borough of Cuauhtémoc government
    The Borough of Cuauhtémoc government is the local administrative authority responsible for managing public services, urban planning, and governance in Mexico City’s central Cuauhtémoc borough.
  • F. None of above.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasPublicWorksDepartment
Context triple: [Alcaldía Tláhuac, hasPublicWorksDepartment, Dirección de Obras of Alcaldía Tláhuac]
  • A. governmentBranchServed
    Indicates that an entity has served in or been a member of a particular branch of government.
  • B. governmentBranch
    Indicates that one entity functions as an official division or branch within the structure of a government.
  • C. hasPoliceDepartment
    Indicates that an entity possesses, is served by, or is administratively associated with a police department.
  • D. civilianLeaderDepartment
    Indicates that a person serves as the civilian head or chief official of a specified government department or ministry.
  • E. governmentalUnit chosen
    Indicates that one entity functions as a governmental or administrative unit in relation to another entity.
  • F. None of above.

Provenance (6 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_69ad8b0c2ad081909ff87050ae542bb9 completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad97fd89d88190bc7db4b39058ae3a completed March 8, 2026, 3:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69b056344ca48190b4d14dd2c1ac643d completed March 10, 2026, 5:34 p.m.
NEDg Description generation batch_69b05b30b1dc819085fdf1c7ad14f13e completed March 10, 2026, 5:56 p.m.
NED2 Entity disambiguation (via description) batch_69b05c43b08481908ae7cbd23f0b8a93 completed March 10, 2026, 6 p.m.
PD Predicate disambiguation batch_69ad9603ddd88190b8bf91bc7517cc21 completed March 8, 2026, 3:30 p.m.
Created at: March 8, 2026, 2:54 p.m.