Triple
T20221985
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Huachuca City, Arizona |
E495277
|
entity |
| Predicate | primaryEconomicLink |
P25108
|
FINISHED |
| Object | Fort Huachuca |
—
|
NE NERFINISHED |
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: Fort Huachuca | Statement: [Huachuca City, Arizona, primaryEconomicLink, Fort Huachuca]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fort Huachuca Context triple: [Huachuca City, Arizona, primaryEconomicLink, Fort Huachuca]
-
A.
Fort Huachuca
chosen
Fort Huachuca is a major U.S. Army installation in southeastern Arizona known for its roles in military intelligence, communications, and electronic testing.
-
B.
Fort Benning
Fort Benning was a major U.S. Army installation in Georgia, long known as a primary training center for infantry and airborne forces.
-
C.
Fort Custer Training Center
Fort Custer Training Center is a Michigan Army National Guard training facility near Battle Creek, Michigan, used for military exercises, readiness training, and support operations.
-
D.
Fort Dix
Fort Dix is a major U.S. Army installation in New Jersey that has long served as a key training and mobilization center for American soldiers.
-
E.
Buckley Garrison
Buckley Garrison is a United States Space Force installation and unit responsible for space operations and support activities at Buckley Space Force Base in Colorado.
- 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: primaryEconomicLink Context triple: [Huachuca City, Arizona, primaryEconomicLink, Fort Huachuca]
-
A.
primaryTrade
Indicates that the referenced activity or exchange is the main or most significant trade relationship associated with the entities involved.
-
B.
primaryEconomicHinterland
Indicates that one place serves as the main surrounding area that economically supports, supplies, or is influenced by another place.
-
C.
economicExtensionOf
Indicates that one entity’s economy is heavily dependent on, controlled by, or functions as an outgrowth of another entity’s economic system.
-
D.
primarySectorActivity
Indicates the main industry or sector in which an entity primarily conducts its activities or operations.
-
E.
economicLink
chosen
Indicates a relationship where entities are connected through economic interactions, dependencies, or exchanges such as trade, investment, or financial flows.
- F. None of above.
Provenance (3 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_69da626cff80819097b530718a7c98b6 |
completed | April 11, 2026, 3:02 p.m. |
| NER | Named-entity recognition | batch_69e66fd610f881908fdd22b1f8bd2efc |
completed | April 20, 2026, 6:26 p.m. |
| PD | Predicate disambiguation | batch_69e55b18609481909ab28bc8750a642f |
completed | April 19, 2026, 10:45 p.m. |
Created at: April 11, 2026, 11:39 p.m.