Triple
T23064348
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Livingston County, Kentucky |
E574990
|
entity |
| Predicate | hasSettlement |
P1068
|
FINISHED |
| Object |
Ledbetter, Kentucky
Ledbetter, Kentucky is a small unincorporated community and census-designated place in western Kentucky, situated near the confluence of the Ohio and Tennessee Rivers.
|
E1576007
|
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: Ledbetter, Kentucky | Statement: [Livingston County, Kentucky, hasSettlement, Ledbetter, Kentucky]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ledbetter, Kentucky Context triple: [Livingston County, Kentucky, hasSettlement, Ledbetter, Kentucky]
-
A.
Browder, Kentucky
Browder, Kentucky is a small unincorporated rural community located in Muhlenberg County in the western part of the state.
-
B.
Sebree, Kentucky
Sebree, Kentucky is a small city in Webster County known historically as a railroad town in western Kentucky.
-
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.
Bighill, Kentucky
Bighill, Kentucky is a small unincorporated community in Madison County that lies within the Richmond–Berea micropolitan region of central Kentucky.
-
E.
Shreve, Kentucky
Shreve, Kentucky is a small unincorporated community located in Ohio County in the western part of the U.S. state of Kentucky.
- 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: Ledbetter, Kentucky Triple: [Livingston County, Kentucky, hasSettlement, Ledbetter, Kentucky]
Generated description
Ledbetter, Kentucky is a small unincorporated community and census-designated place in western Kentucky, situated near the confluence of the Ohio and Tennessee Rivers.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ledbetter, Kentucky Target entity description: Ledbetter, Kentucky is a small unincorporated community and census-designated place in western Kentucky, situated near the confluence of the Ohio and Tennessee Rivers.
-
A.
Browder, Kentucky
Browder, Kentucky is a small unincorporated rural community located in Muhlenberg County in the western part of the state.
-
B.
Sebree, Kentucky
Sebree, Kentucky is a small city in Webster County known historically as a railroad town in western Kentucky.
-
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.
Bighill, Kentucky
Bighill, Kentucky is a small unincorporated community in Madison County that lies within the Richmond–Berea micropolitan region of central Kentucky.
-
E.
Shreve, Kentucky
Shreve, Kentucky is a small unincorporated community located in Ohio County in the western part of the U.S. state of Kentucky.
- 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_69e245bd6e4c8190bb8942245b68cad5 |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f189a2eb5c81908a90e22ff2a56430 |
completed | April 29, 2026, 4:31 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c3f33a6588190a0c3376e4120b45b |
completed | May 19, 2026, 10:45 a.m. |
| NEDg | Description generation | batch_6a0c3fd6ae3c8190ad5debec1c122750 |
completed | May 19, 2026, 10:47 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0c4064012c819083b2ffe795226ab6 |
completed | May 19, 2026, 10:50 a.m. |
Created at: April 17, 2026, 3:55 p.m.