Triple
T12115022
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Richmond–Berea micropolitan area |
E288534
|
entity |
| Predicate | containsCity |
P294
|
FINISHED |
| Object |
Bluff Springs, Kentucky
Bluff Springs, Kentucky is a small community located within the Richmond–Berea micropolitan region in the state of Kentucky.
|
E982060
|
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: Bluff Springs, Kentucky | Statement: [Richmond–Berea micropolitan area, containsCity, Bluff Springs, Kentucky]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bluff Springs, Kentucky Context triple: [Richmond–Berea micropolitan area, containsCity, Bluff Springs, Kentucky]
-
A.
Brodhead, Kentucky
Brodhead, Kentucky is a small city in Rockcastle County known for its rural Appalachian setting and role as a local community hub in south-central Kentucky.
-
B.
Roaring Spring, Kentucky
Roaring Spring, Kentucky is an unincorporated rural community located in Trigg County in western Kentucky.
-
C.
Roundstone, Kentucky
Roundstone, Kentucky is a small unincorporated community in the state of Kentucky, United States.
-
D.
Sebree, Kentucky
Sebree, Kentucky is a small city in Webster County known historically as a railroad town in western Kentucky.
-
E.
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.
- 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: Bluff Springs, Kentucky Triple: [Richmond–Berea micropolitan area, containsCity, Bluff Springs, Kentucky]
Generated description
Bluff Springs, Kentucky is a small community located within the Richmond–Berea micropolitan region in the state of Kentucky.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bluff Springs, Kentucky Target entity description: Bluff Springs, Kentucky is a small community located within the Richmond–Berea micropolitan region in the state of Kentucky.
-
A.
Brodhead, Kentucky
Brodhead, Kentucky is a small city in Rockcastle County known for its rural Appalachian setting and role as a local community hub in south-central Kentucky.
-
B.
Roaring Spring, Kentucky
Roaring Spring, Kentucky is an unincorporated rural community located in Trigg County in western Kentucky.
-
C.
Roundstone, Kentucky
Roundstone, Kentucky is a small unincorporated community in the state of Kentucky, United States.
-
D.
Sebree, Kentucky
Sebree, Kentucky is a small city in Webster County known historically as a railroad town in western Kentucky.
-
E.
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.
- 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_69d6ab4a5c448190a110d1273314b21a |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d9156921dc8190aa132b0ab3a7c184 |
completed | April 10, 2026, 3:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f63456d8dc8190b788957a37b985ca |
completed | May 2, 2026, 5:28 p.m. |
| NEDg | Description generation | batch_69f6386304c08190b629d51fd0abcefa |
completed | May 2, 2026, 5:46 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f63900ea248190bf59c1123ea78372 |
completed | May 2, 2026, 5:48 p.m. |
Created at: April 8, 2026, 9:49 p.m.