Triple
T11846228
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hobbs micropolitan area |
E281781
|
entity |
| Predicate | laborMarketAreaFor |
P101825
|
FINISHED |
| Object | Lea County, New Mexico |
E284743
|
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: Lea County, New Mexico | Statement: [Hobbs micropolitan area, laborMarketAreaFor, Lea County, New Mexico]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lea County, New Mexico Context triple: [Hobbs micropolitan area, laborMarketAreaFor, Lea County, New Mexico]
-
A.
Lea County, New Mexico
chosen
Lea County, New Mexico is a largely rural county in southeastern New Mexico known for its significant oil and gas production and agriculture-based economy.
-
B.
McKinley County, New Mexico
McKinley County, New Mexico is a largely rural county in the northwestern part of the state, known for its significant Native American population, rich archaeological heritage, and portions of the Navajo Nation and Zuni Pueblo.
-
C.
Sandoval County, New Mexico
Sandoval County, New Mexico is a diverse county in north-central New Mexico that includes parts of the Albuquerque metropolitan area, several Native American pueblos, and notable natural and historic sites such as Bandelier National Monument.
-
D.
Luna County, New Mexico
Luna County, New Mexico is a sparsely populated county in southwestern New Mexico known for its desert landscapes, agriculture, and the city of Deming as its county seat.
-
E.
Socorro County, New Mexico
Socorro County, New Mexico is a largely rural county in central New Mexico known for its role in early nuclear history as the location of the Trinity test site.
- 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: laborMarketAreaFor Context triple: [Hobbs micropolitan area, laborMarketAreaFor, Lea County, New Mexico]
-
A.
macroArea
Indicates a broad geographic or regional grouping within which an entity (such as a language or location) is situated.
-
B.
metropolitanAreaWith
Indicates that one entity is a metropolitan area that includes, is associated with, or encompasses the other entity.
-
C.
representsMetropolitanArea
Indicates that one entity serves as or corresponds to the metropolitan area associated with another entity.
-
D.
venueArea
Indicates the physical size or spatial extent of a venue, typically measured in units such as square meters or square feet.
-
E.
employerInRegion
Indicates that an employer operates or has its primary business presence within a specified geographic region.
- 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_69d6ab287ba48190a5178779fd19b9b7 |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d8a65b5ff08190bb58361f6a6acdca |
completed | April 10, 2026, 7:27 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f49cbc6808819094a73b505907e2ef |
completed | May 1, 2026, 12:29 p.m. |
| PD | Predicate disambiguation | batch_69d8a254a57481908a1e6ad97919c416 |
completed | April 10, 2026, 7:10 a.m. |
| PDg | Predicate description generation | batch_69d8a43cc0c881909fed7cd759fe90b1 |
completed | April 10, 2026, 7:18 a.m. |
Created at: April 8, 2026, 9:43 p.m.