Triple
T2956345
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bowling Green metropolitan area |
E79938
|
entity |
| Predicate | hasSettlement |
P1068
|
FINISHED |
| Object |
Oakland, Kentucky
Oakland, Kentucky is a small town in Warren County that functions as part of the broader Bowling Green regional community in south-central Kentucky.
|
E398700
|
NE FINISHED |
How this triple was built (4 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: Oakland, Kentucky | Statement: [Bowling Green metropolitan area, hasSettlement, Oakland, Kentucky]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Oakland, Kentucky Context triple: [Bowling Green metropolitan area, hasSettlement, Oakland, Kentucky]
-
A.
Boston, Kentucky
Boston, Kentucky is a small unincorporated rural community located in Nelson County in the central part of the state.
-
B.
Glasgow, Kentucky
Glasgow, Kentucky is a small city in Barren County known as a regional hub for commerce and healthcare in south-central Kentucky.
-
C.
Oak Grove, Kentucky
Oak Grove, Kentucky is a small city in southwestern Kentucky near the Tennessee border, closely associated with nearby Fort Campbell and the Clarksville metropolitan area.
-
D.
Richmond, Kentucky
Richmond, Kentucky is a city in central Kentucky known as the home of Eastern Kentucky University and a regional center for education, commerce, and healthcare.
-
E.
Covington, Kentucky
Covington, Kentucky is a historic city in northern Kentucky, part of the Cincinnati metropolitan area, known for its riverfront along the Ohio River and its preserved 19th-century architecture.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Oakland, Kentucky Triple: [Bowling Green metropolitan area, hasSettlement, Oakland, Kentucky]
Generated description
Oakland, Kentucky is a small town in Warren County that functions as part of the broader Bowling Green regional community in south-central Kentucky.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Oakland, Kentucky Target entity description: Oakland, Kentucky is a small town in Warren County that functions as part of the broader Bowling Green regional community in south-central Kentucky.
-
A.
Boston, Kentucky
Boston, Kentucky is a small unincorporated rural community located in Nelson County in the central part of the state.
-
B.
Glasgow, Kentucky
Glasgow, Kentucky is a small city in Barren County known as a regional hub for commerce and healthcare in south-central Kentucky.
-
C.
Oak Grove, Kentucky
Oak Grove, Kentucky is a small city in southwestern Kentucky near the Tennessee border, closely associated with nearby Fort Campbell and the Clarksville metropolitan area.
-
D.
Richmond, Kentucky
Richmond, Kentucky is a city in central Kentucky known as the home of Eastern Kentucky University and a regional center for education, commerce, and healthcare.
-
E.
Covington, Kentucky
Covington, Kentucky is a historic city in northern Kentucky, part of the Cincinnati metropolitan area, known for its riverfront along the Ohio River and its preserved 19th-century architecture.
- 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_69ad8b1276588190a374a0b12e0f7bdf |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad992998f08190ac9428310983172e |
completed | March 8, 2026, 3:43 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5281079fc8190a69ae43b14407736 |
completed | March 14, 2026, 9:19 a.m. |
| NEDg | Description generation | batch_69b528a32bf08190975c481419c4b164 |
completed | March 14, 2026, 9:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5290622008190885f4b8729a67f14 |
completed | March 14, 2026, 9:23 a.m. |
Created at: March 8, 2026, 2:57 p.m.