Triple
T5857645
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ciudad Obregón |
E130191
|
entity |
| Predicate | belongsToEconomicRegion |
P65240
|
FINISHED |
| Object | Northwest Mexico |
E157131
|
NE FINISHED |
How this triple was built (3 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: Northwest Mexico | Statement: [Ciudad Obregón, belongsToEconomicRegion, Northwest Mexico]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Northwest Mexico Context triple: [Ciudad Obregón, belongsToEconomicRegion, Northwest Mexico]
-
A.
Northwestern Mexico
chosen
Northwestern Mexico is a geographic region of Mexico along the Pacific coast known for its desert landscapes, coastal plains, and states such as Sinaloa, Sonora, and Baja California.
-
B.
Northeastern Mexico
Northeastern Mexico is a geographic region of Mexico that encompasses several northern states along the U.S. border, characterized by arid and semi-arid landscapes, industrial cities, and significant economic ties to the United States.
-
C.
Northern Mexico
Northern Mexico is a largely arid region characterized by expansive deserts, rugged mountain ranges, and a climate that supports sparse vegetation and unique desert ecosystems.
-
D.
Western Mexico
Western Mexico is a geographic region of Mexico along the Pacific coast known for major cities like Guadalajara, rich colonial history, and distinctive cultural traditions.
-
E.
southeastern Mexico
Southeastern Mexico is a geographic region of Mexico that includes the Yucatán Peninsula and is known for its tropical climate, Maya heritage, and Caribbean and Gulf coastlines.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: belongsToEconomicRegion Context triple: [Ciudad Obregón, belongsToEconomicRegion, Northwest Mexico]
-
A.
hasNearbyEconomicRegion
Indicates that one economic region is geographically close to or adjacent to another economic region.
-
B.
hasMajorEconomicRegion
Indicates that an entity includes, is associated with, or is part of a primary or significant economic region within a larger economic or geographic context.
-
C.
isMajorEconomicAreaFor
Indicates that a location or region serves as a primary center of significant economic activity for a specified entity or sector.
-
D.
isRegionOf
Indicates that one entity is a geographic or administrative region belonging to, contained within, or associated with another entity.
-
E.
economicArea
chosen
Indicates that one entity is part of, associated with, or falls under the jurisdiction of a defined economic region or zone of another entity.
- F. None of above.
Provenance (4 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_69c0084f3bb08190a7720f55f7aa4252 |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c044ab0a048190b84be40fb13c0f50 |
completed | March 22, 2026, 7:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c0b105fb588190ac58a94513df6682 |
completed | March 23, 2026, 3:18 a.m. |
| PD | Predicate disambiguation | batch_69c03345ca0c819081c81148d054fed2 |
completed | March 22, 2026, 6:21 p.m. |
Created at: March 22, 2026, 3:56 p.m.