Triple
T16907808
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cookeville |
E424606
|
entity |
| Predicate | commerceHubFor |
P115173
|
FINISHED |
| Object | Upper Cumberland region |
E614360
|
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: Upper Cumberland region | Statement: [Cookeville, commerceHubFor, Upper Cumberland region]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Upper Cumberland region Context triple: [Cookeville, commerceHubFor, Upper Cumberland region]
-
A.
Scioto River Valley region
The Scioto River Valley region is a historically significant area in south-central Ohio known for its rich concentration of ancient Native American earthworks and mounds, as well as its fertile river landscapes.
-
B.
Upper Cumberland region of Tennessee
chosen
The Upper Cumberland region of Tennessee is a largely rural, plateau-and-valley area in the state’s central-eastern portion, known for its small towns, natural beauty, and reliance on Tennessee Tech University as a key educational and economic hub.
-
C.
North-Central West Virginia
North-Central West Virginia is a region of the state encompassing communities such as Clarksburg, Fairmont, and Morgantown, known for its mix of small cities, Appalachian culture, and regional economic hubs.
-
D.
Southern West Virginia
Southern West Virginia is a largely rural, mountainous region of the state known for its coal mining heritage, Appalachian culture, and scenic landscapes.
-
E.
West Virginia region
The West Virginia region is an area in the Appalachian Mountains of the eastern United States, known for its rugged terrain, coal mining heritage, and distinct cultural identity.
- 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: commerceHubFor Context triple: [Cookeville, commerceHubFor, Upper Cumberland region]
-
A.
commercePower
Indicates the authority or capacity to regulate, control, or influence commercial transactions or trade activities.
-
B.
tradeHubWith
chosen
Indicates that one entity functions as a central location or node for trading activities in connection with another entity.
-
C.
hasShop
Indicates that one entity owns, operates, or is associated with a shop or retail establishment.
-
D.
merchandiseSource
Indicates that one entity is the origin, supplier, or provider from which another entity’s merchandise is obtained.
-
E.
storefront
Indicates the physical or virtual front-facing location where a business presents and offers its goods or services to customers.
- 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_69d889da3e8c8190a2b118f383f0beac |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e3ca3b1ad081908a032bff9699f2fe |
completed | April 18, 2026, 6:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00dc002fac81908b7628d2add1e2dd |
completed | May 10, 2026, 7:26 p.m. |
| PD | Predicate disambiguation | batch_69e32b9489408190bcb2ede567ff5bf9 |
completed | April 18, 2026, 6:58 a.m. |
Created at: April 10, 2026, 5:30 a.m.