Triple

T11605769
Position Surface form Disambiguated ID Type / Status
Subject Cuilápam E275254 entity
Predicate partOf P40 FINISHED
Object Oaxaca metropolitan area
The Oaxaca metropolitan area is the urban agglomeration centered on the city of Oaxaca de Juárez in southern Mexico, encompassing surrounding municipalities that form its economic, cultural, and administrative region.
 E983148 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: Oaxaca metropolitan area | Statement: [Cuilápam, partOf, Oaxaca metropolitan area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Oaxaca metropolitan area
Context triple: [Cuilápam, partOf, Oaxaca metropolitan area]
  • A. Puebla metropolitan area
    The Puebla metropolitan area is a major urban and economic center in central Mexico that serves as the core city-region surrounding the city of Puebla.
  • B. Orizaba metropolitan area
    The Orizaba metropolitan area is an urban agglomeration in central Veracruz, Mexico, centered on the city of Orizaba and its surrounding municipalities, known for its industrial activity and proximity to Pico de Orizaba.
  • C. Toluca metropolitan area
    The Toluca metropolitan area is a major urban and industrial region in central Mexico centered on the city of Toluca, serving as an important economic and transportation hub west of Mexico City.
  • D. Guadalajara metropolitan area
    The Guadalajara metropolitan area is a major urban and economic hub in western Mexico centered on the city of Guadalajara and its surrounding municipalities.
  • E. Querétaro metropolitan area
    The Querétaro metropolitan area is a rapidly growing urban and industrial hub in central Mexico, centered on the city of Santiago de Querétaro and known for its manufacturing, technology, and logistics sectors.
  • 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: Oaxaca metropolitan area
Triple: [Cuilápam, partOf, Oaxaca metropolitan area]
Generated description
The Oaxaca metropolitan area is the urban agglomeration centered on the city of Oaxaca de Juárez in southern Mexico, encompassing surrounding municipalities that form its economic, cultural, and administrative region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Oaxaca metropolitan area
Target entity description: The Oaxaca metropolitan area is the urban agglomeration centered on the city of Oaxaca de Juárez in southern Mexico, encompassing surrounding municipalities that form its economic, cultural, and administrative region.
  • A. Puebla metropolitan area
    The Puebla metropolitan area is a major urban and economic center in central Mexico that serves as the core city-region surrounding the city of Puebla.
  • B. Orizaba metropolitan area
    The Orizaba metropolitan area is an urban agglomeration in central Veracruz, Mexico, centered on the city of Orizaba and its surrounding municipalities, known for its industrial activity and proximity to Pico de Orizaba.
  • C. Toluca metropolitan area
    The Toluca metropolitan area is a major urban and industrial region in central Mexico centered on the city of Toluca, serving as an important economic and transportation hub west of Mexico City.
  • D. Guadalajara metropolitan area
    The Guadalajara metropolitan area is a major urban and economic hub in western Mexico centered on the city of Guadalajara and its surrounding municipalities.
  • E. Querétaro metropolitan area
    The Querétaro metropolitan area is a rapidly growing urban and industrial hub in central Mexico, centered on the city of Santiago de Querétaro and known for its manufacturing, technology, and logistics sectors.
  • 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_69d6aaf84b548190ac072e4fb89ae18f completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d89551649c81908096ff392677442d completed April 10, 2026, 6:14 a.m.
NED1 Entity disambiguation (via context triple) batch_69f63ed82a548190ab9326daef78e30b completed May 2, 2026, 6:13 p.m.
NEDg Description generation batch_69f6400fe9888190ae8244ccc8e8bc39 completed May 2, 2026, 6:18 p.m.
NED2 Entity disambiguation (via description) batch_69f6416ba1bc8190a772bffe4d83ec15 completed May 2, 2026, 6:24 p.m.
Created at: April 8, 2026, 9:38 p.m.