Triple
T22294265
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ciudad Obregón International Airport |
E551075
|
entity |
| Predicate | servesArea |
P82
|
FINISHED |
| Object | Ciudad Obregón metropolitan area |
—
|
NE NERFINISHED |
How this triple was built (2 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 Obregón metropolitan area | Statement: [Ciudad Obregón International Airport, servesArea, Ciudad Obregón metropolitan area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ciudad Obregón metropolitan area Context triple: [Ciudad Obregón International Airport, servesArea, Ciudad Obregón metropolitan area]
-
A.
Ciudad Obregón
chosen
Ciudad Obregón is a major agricultural and industrial city in the state of Sonora, Mexico, known for its role in the development of modern irrigation and wheat production in the Yaqui Valley.
-
B.
Los Mochis metropolitan area
The Los Mochis metropolitan area is an urban agglomeration in northern Sinaloa, Mexico, centered on the city of Los Mochis and serving as a regional hub for commerce and transportation.
-
C.
Mexicali metropolitan area
The Mexicali metropolitan area is a major urban and economic center in northern Baja California, Mexico, forming a cross-border conurbation with Calexico, California.
-
D.
Zacatecas metropolitan area
The Zacatecas metropolitan area is an urban agglomeration in central Mexico centered on the city of Zacatecas and its surrounding municipalities, serving as a regional hub for administration, commerce, and culture.
-
E.
Aguascalientes metropolitan area
The Aguascalientes metropolitan area is an urban agglomeration in central Mexico centered on the city of Aguascalientes and encompassing surrounding municipalities such as Jesús María.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e11e45fb848190a1b2ae21296e3a5f |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f1560f06008190b58e71f7c1bd46f7 |
completed | April 29, 2026, 12:51 a.m. |
Created at: April 16, 2026, 8:41 p.m.