Triple
T2293622
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Boyle County, Kentucky |
E51560
|
entity |
| Predicate | containsSettlement |
P847
|
FINISHED |
| Object |
Forkland, Kentucky
Forkland, Kentucky is a small unincorporated rural community located in Boyle County in central Kentucky.
|
E254508
|
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: Forkland, Kentucky | Statement: [Boyle County, Kentucky, containsSettlement, Forkland, Kentucky]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Forkland, Kentucky Context triple: [Boyle County, Kentucky, containsSettlement, Forkland, Kentucky]
-
A.
Muldraugh, Kentucky
Muldraugh, Kentucky is a small city in north-central Kentucky known for its proximity to Fort Knox and its location along U.S. Route 31W.
-
B.
Flaherty, Kentucky
Flaherty, Kentucky is an unincorporated rural community located in Meade County in the north-central part of the state.
-
C.
Nonesuch, Kentucky
Nonesuch, Kentucky is a small unincorporated rural community located in Woodford County in the central Bluegrass region of the state.
-
D.
Guston, Kentucky
Guston, Kentucky is an unincorporated rural community located in Meade County in the north-central part of the state.
-
E.
Upton, Kentucky
Upton, Kentucky is a small rural city located in central Kentucky that lies along Interstate 65 and spans both Hardin and LaRue counties.
- 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: Forkland, Kentucky Triple: [Boyle County, Kentucky, containsSettlement, Forkland, Kentucky]
Generated description
Forkland, Kentucky is a small unincorporated rural community located in Boyle County in central Kentucky.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Forkland, Kentucky Target entity description: Forkland, Kentucky is a small unincorporated rural community located in Boyle County in central Kentucky.
-
A.
Muldraugh, Kentucky
Muldraugh, Kentucky is a small city in north-central Kentucky known for its proximity to Fort Knox and its location along U.S. Route 31W.
-
B.
Flaherty, Kentucky
Flaherty, Kentucky is an unincorporated rural community located in Meade County in the north-central part of the state.
-
C.
Nonesuch, Kentucky
Nonesuch, Kentucky is a small unincorporated rural community located in Woodford County in the central Bluegrass region of the state.
-
D.
Guston, Kentucky
Guston, Kentucky is an unincorporated rural community located in Meade County in the north-central part of the state.
-
E.
Upton, Kentucky
Upton, Kentucky is a small rural city located in central Kentucky that lies along Interstate 65 and spans both Hardin and LaRue counties.
- 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_69a88b09c644819090b503456d96bf70 |
completed | March 4, 2026, 7:42 p.m. |
| NER | Named-entity recognition | batch_69abc5d90d988190b3253b54e5bb5530 |
completed | March 7, 2026, 6:29 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae7f23ca34819091d2bb0d41613b4a |
completed | March 9, 2026, 8:04 a.m. |
| NEDg | Description generation | batch_69ae82aa6d7c81909cb770ea2be10b2a |
completed | March 9, 2026, 8:19 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae837e392c8190baa7552ce8c14995 |
completed | March 9, 2026, 8:23 a.m. |
Created at: March 4, 2026, 7:48 p.m.