Triple
T16815766
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Warren County, Kentucky |
E408743
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Plum Springs, Kentucky
Plum Springs, Kentucky is a small home rule-class city in Warren County that forms part of the Bowling Green metropolitan area.
|
E1234974
|
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: Plum Springs, Kentucky | Statement: [Warren County, Kentucky, contains, Plum Springs, Kentucky]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Plum Springs, Kentucky Context triple: [Warren County, Kentucky, contains, Plum Springs, Kentucky]
-
A.
Bluff Springs, Kentucky
Bluff Springs, Kentucky is a small community located within the Richmond–Berea micropolitan region in the state of Kentucky.
-
B.
Roaring Spring, Kentucky
Roaring Spring, Kentucky is an unincorporated rural community located in Trigg County in western Kentucky.
-
C.
Cold Spring, Kentucky
Cold Spring, Kentucky is a small suburban city in northern Kentucky that forms part of the Cincinnati metropolitan area.
-
D.
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.
-
E.
Bighill, Kentucky
Bighill, Kentucky is a small unincorporated community in Madison County that lies within the Richmond–Berea micropolitan region of central 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: Plum Springs, Kentucky Triple: [Warren County, Kentucky, contains, Plum Springs, Kentucky]
Generated description
Plum Springs, Kentucky is a small home rule-class city in Warren County that forms part of the Bowling Green metropolitan area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Plum Springs, Kentucky Target entity description: Plum Springs, Kentucky is a small home rule-class city in Warren County that forms part of the Bowling Green metropolitan area.
-
A.
Bluff Springs, Kentucky
Bluff Springs, Kentucky is a small community located within the Richmond–Berea micropolitan region in the state of Kentucky.
-
B.
Roaring Spring, Kentucky
Roaring Spring, Kentucky is an unincorporated rural community located in Trigg County in western Kentucky.
-
C.
Cold Spring, Kentucky
Cold Spring, Kentucky is a small suburban city in northern Kentucky that forms part of the Cincinnati metropolitan area.
-
D.
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.
-
E.
Bighill, Kentucky
Bighill, Kentucky is a small unincorporated community in Madison County that lies within the Richmond–Berea micropolitan region of central 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_69d88394566c8190b3dcbdc72935f7fa |
completed | April 10, 2026, 4:59 a.m. |
| NER | Named-entity recognition | batch_69e3b2e1de908190aa3508770fb865cf |
completed | April 18, 2026, 4:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00b2946ddc81908b1e7c662dc943ff |
completed | May 10, 2026, 4:30 p.m. |
| NEDg | Description generation | batch_6a00b3aafac08190b3e0181780f45392 |
completed | May 10, 2026, 4:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00b466ecd08190b7b5ee54476631ab |
completed | May 10, 2026, 4:37 p.m. |
Created at: April 10, 2026, 5:23 a.m.