Triple
T2673503
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bullitt County, Kentucky |
E56403
|
entity |
| Predicate | hasCity |
P316
|
FINISHED |
| Object |
Pioneer Village, Kentucky
Pioneer Village is a small residential city located in Bullitt County in north-central Kentucky, near the Louisville metropolitan area.
|
E287888
|
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: Pioneer Village, Kentucky | Statement: [Bullitt County, Kentucky, hasCity, Pioneer Village, Kentucky]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pioneer Village, Kentucky Context triple: [Bullitt County, Kentucky, hasCity, Pioneer Village, Kentucky]
-
A.
Horse Cave, Kentucky
Horse Cave, Kentucky is a small city in south-central Kentucky known for its historic downtown and proximity to extensive cave systems, including the Hidden River Cave.
-
B.
Payneville, Kentucky
Payneville, Kentucky is an unincorporated rural community located in Meade County in the north-central part of the state.
-
C.
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.
-
D.
Nonesuch, Kentucky
Nonesuch, Kentucky is a small unincorporated rural community located in Woodford County in the central Bluegrass region of the state.
-
E.
Vine Grove, Kentucky
Vine Grove, Kentucky is a small city in Hardin County that functions as part of the suburban community surrounding the Elizabethtown–Fort Knox area.
- 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: Pioneer Village, Kentucky Triple: [Bullitt County, Kentucky, hasCity, Pioneer Village, Kentucky]
Generated description
Pioneer Village is a small residential city located in Bullitt County in north-central Kentucky, near the Louisville metropolitan area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Pioneer Village, Kentucky Target entity description: Pioneer Village is a small residential city located in Bullitt County in north-central Kentucky, near the Louisville metropolitan area.
-
A.
Horse Cave, Kentucky
Horse Cave, Kentucky is a small city in south-central Kentucky known for its historic downtown and proximity to extensive cave systems, including the Hidden River Cave.
-
B.
Payneville, Kentucky
Payneville, Kentucky is an unincorporated rural community located in Meade County in the north-central part of the state.
-
C.
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.
-
D.
Nonesuch, Kentucky
Nonesuch, Kentucky is a small unincorporated rural community located in Woodford County in the central Bluegrass region of the state.
-
E.
Vine Grove, Kentucky
Vine Grove, Kentucky is a small city in Hardin County that functions as part of the suburban community surrounding the Elizabethtown–Fort Knox area.
- 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_69ab4a4b13fc81909dfdb3f23da46832 |
completed | March 6, 2026, 9:42 p.m. |
| NER | Named-entity recognition | batch_69abd9b08b1c8190824342fc63e555d2 |
completed | March 7, 2026, 7:54 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afa06170108190a6f4be82fa4ecd2a |
completed | March 10, 2026, 4:38 a.m. |
| NEDg | Description generation | batch_69afa0e62fa08190bf278abfce54708d |
completed | March 10, 2026, 4:41 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afa1c8a7708190bdaefee27d596e49 |
completed | March 10, 2026, 4:44 a.m. |
Created at: March 6, 2026, 9:54 p.m.