Triple
T2921254
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Alcaldía Tláhuac |
E78728
|
entity |
| Predicate | hasUrbanDevelopmentDepartment |
P43933
|
FINISHED |
| Object |
Dirección de Desarrollo Urbano of Alcaldía Tláhuac
The Dirección de Desarrollo Urbano of Alcaldía Tláhuac is the local government office responsible for planning, regulating, and overseeing urban growth, land use, and construction 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 Desarrollo Urbano of Alcaldía Tláhuac | Statement: [Alcaldía Tláhuac, hasUrbanDevelopmentDepartment, Dirección de Desarrollo Urbano of Alcaldía Tláhuac]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dirección de Desarrollo Urbano of Alcaldía Tláhuac Context triple: [Alcaldía Tláhuac, hasUrbanDevelopmentDepartment, Dirección de Desarrollo Urbano of Alcaldía Tláhuac]
-
A.
Alcaldía Tláhuac
Alcaldía Tláhuac is the local government body and administrative authority of the Tláhuac borough in Mexico City.
-
B.
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.
-
C.
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.
-
D.
Consejo de Desarrollo de Tijuana
Consejo de Desarrollo de Tijuana is a regional development council that promotes economic growth, urban planning, and cross-border collaboration in the Tijuana area.
-
E.
Gustavo A. Madero borough government
The Gustavo A. Madero borough government is the local administrative authority responsible for public services, urban management, and community affairs within the Gustavo A. Madero borough of Mexico City.
- 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 Desarrollo Urbano of Alcaldía Tláhuac Triple: [Alcaldía Tláhuac, hasUrbanDevelopmentDepartment, Dirección de Desarrollo Urbano of Alcaldía Tláhuac]
Generated description
The Dirección de Desarrollo Urbano of Alcaldía Tláhuac is the local government office responsible for planning, regulating, and overseeing urban growth, land use, and construction within the Tláhuac borough of Mexico City.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Dirección de Desarrollo Urbano of Alcaldía Tláhuac Target entity description: The Dirección de Desarrollo Urbano of Alcaldía Tláhuac is the local government office responsible for planning, regulating, and overseeing urban growth, land use, and construction 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.
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.
-
C.
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.
-
D.
Consejo de Desarrollo de Tijuana
Consejo de Desarrollo de Tijuana is a regional development council that promotes economic growth, urban planning, and cross-border collaboration in the Tijuana area.
-
E.
Gustavo A. Madero borough government
The Gustavo A. Madero borough government is the local administrative authority responsible for public services, urban management, and community affairs within the Gustavo A. Madero borough of Mexico City.
- F. None of above.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasUrbanDevelopmentDepartment Context triple: [Alcaldía Tláhuac, hasUrbanDevelopmentDepartment, Dirección de Desarrollo Urbano of Alcaldía Tláhuac]
-
A.
urbanDevelopment
Indicates the process or activities through which urban areas are planned, expanded, or transformed, including changes to infrastructure, land use, and the built environment.
-
B.
urbanDevelopmentType
Indicates the specific category or nature of urban development associated with or applied to an entity (e.g., residential, commercial, mixed-use).
-
C.
formsUrbanAreaWith
Indicates that two or more settlements are geographically and functionally connected so that together they constitute a single continuous urban area.
-
D.
hasUrbanFunction
Indicates that an entity serves a specific role or purpose within an urban context, such as providing services, infrastructure, or activities typical of a city environment.
-
E.
urbanPlanningFunction
Indicates a functional role or purpose that something serves within the planning, organization, or management of urban spaces and infrastructure.
- F. None of above. chosen
Provenance (7 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. |
| PDg | Predicate description generation | batch_69ad97f520208190a4dc43372004555f |
completed | March 8, 2026, 3:38 p.m. |
Created at: March 8, 2026, 2:54 p.m.