Triple
T4534833
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Taylor County, Kentucky |
E107382
|
entity |
| Predicate | capital |
P234
|
FINISHED |
| Object |
Campbellsville, Kentucky
Campbellsville, Kentucky is a small city in central Kentucky known for its historic downtown, proximity to Green River Lake, and role as the economic and educational hub of the surrounding rural region.
|
E478237
|
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: Campbellsville, Kentucky | Statement: [Taylor County, Kentucky, capital, Campbellsville, Kentucky]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Campbellsville, Kentucky Context triple: [Taylor County, Kentucky, capital, Campbellsville, Kentucky]
-
A.
Calvert City, Kentucky
Calvert City, Kentucky is a small industrial city in western Kentucky known for its chemical manufacturing plants and location near Kentucky Lake.
-
B.
Brownsville, Kentucky
Brownsville, Kentucky is a small city that serves as the county seat of Edmonson County and a gateway to nearby Mammoth Cave National Park.
-
C.
Shelbyville, Kentucky
Shelbyville, Kentucky is a small city in north-central Kentucky known for its historic downtown, horse farms, and role as the seat of Shelby County.
-
D.
Hopkinsville, Kentucky
Hopkinsville, Kentucky is a small city in southwestern Kentucky known for its proximity to the Fort Campbell military installation and its role as a regional commercial and agricultural center.
-
E.
Scottsville, Kentucky
Scottsville, Kentucky is a small city that serves as the county seat of Allen County and a local hub for the surrounding rural region.
- 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: Campbellsville, Kentucky Triple: [Taylor County, Kentucky, capital, Campbellsville, Kentucky]
Generated description
Campbellsville, Kentucky is a small city in central Kentucky known for its historic downtown, proximity to Green River Lake, and role as the economic and educational hub of the surrounding rural region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Campbellsville, Kentucky Target entity description: Campbellsville, Kentucky is a small city in central Kentucky known for its historic downtown, proximity to Green River Lake, and role as the economic and educational hub of the surrounding rural region.
-
A.
Calvert City, Kentucky
Calvert City, Kentucky is a small industrial city in western Kentucky known for its chemical manufacturing plants and location near Kentucky Lake.
-
B.
Brownsville, Kentucky
Brownsville, Kentucky is a small city that serves as the county seat of Edmonson County and a gateway to nearby Mammoth Cave National Park.
-
C.
Shelbyville, Kentucky
Shelbyville, Kentucky is a small city in north-central Kentucky known for its historic downtown, horse farms, and role as the seat of Shelby County.
-
D.
Hopkinsville, Kentucky
Hopkinsville, Kentucky is a small city in southwestern Kentucky known for its proximity to the Fort Campbell military installation and its role as a regional commercial and agricultural center.
-
E.
Scottsville, Kentucky
Scottsville, Kentucky is a small city that serves as the county seat of Allen County and a local hub for the surrounding rural region.
- 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_69bd43f922788190b7edfa294e39b178 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd57a2301c8190aa59280a16750156 |
completed | March 20, 2026, 2:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be6f8abc3481909dbb42ddde2729ca |
completed | March 21, 2026, 10:14 a.m. |
| NEDg | Description generation | batch_69be707405008190ba1456544e8da593 |
completed | March 21, 2026, 10:18 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be70e5537c8190b4db230932818a9c |
completed | March 21, 2026, 10:20 a.m. |
Created at: March 20, 2026, 1:04 p.m.