Triple
T17787898
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Edmonson County, Kentucky |
E444066
|
entity |
| Predicate | hasCommunity |
P2605
|
FINISHED |
| Object |
Chalybeate, Kentucky
Chalybeate, Kentucky is an unincorporated community in Edmonson County known historically for its mineral-rich springs.
|
E640758
|
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: Chalybeate, Kentucky | Statement: [Edmonson County, Kentucky, hasCommunity, Chalybeate, Kentucky]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chalybeate, Kentucky Context triple: [Edmonson County, Kentucky, hasCommunity, Chalybeate, Kentucky]
-
A.
Bighill, Kentucky
Bighill, Kentucky is a small unincorporated community in Madison County that lies within the Richmond–Berea micropolitan region of central Kentucky.
-
B.
Kevil, Kentucky
Kevil, Kentucky is a small rural city in western Kentucky known for its proximity to the Paducah Gaseous Diffusion Plant and its agricultural surroundings.
-
C.
Cerulean, Kentucky
Cerulean, Kentucky is a small unincorporated community and historic resort area in western Kentucky known for its rural setting and mineral springs.
-
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.
Sebree, Kentucky
Sebree, Kentucky is a small city in Webster County known historically as a railroad town in western 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: Chalybeate, Kentucky Triple: [Edmonson County, Kentucky, hasCommunity, Chalybeate, Kentucky]
Generated description
Chalybeate, Kentucky is an unincorporated community in Edmonson County known historically for its mineral-rich springs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chalybeate, Kentucky Target entity description: Chalybeate, Kentucky is an unincorporated community in Edmonson County known historically for its mineral-rich springs.
-
A.
Bighill, Kentucky
Bighill, Kentucky is a small unincorporated community in Madison County that lies within the Richmond–Berea micropolitan region of central Kentucky.
-
B.
Kevil, Kentucky
Kevil, Kentucky is a small rural city in western Kentucky known for its proximity to the Paducah Gaseous Diffusion Plant and its agricultural surroundings.
-
C.
Cerulean, Kentucky
chosen
Cerulean, Kentucky is a small unincorporated community and historic resort area in western Kentucky known for its rural setting and mineral springs.
-
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.
Sebree, Kentucky
Sebree, Kentucky is a small city in Webster County known historically as a railroad town in western Kentucky.
- F. None of above.
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_69d8b9ef17708190bdf7e2adbf14ddc2 |
completed | April 10, 2026, 8:50 a.m. |
| NER | Named-entity recognition | batch_69e48794542c8190b049bce6e28c9f3a |
completed | April 19, 2026, 7:43 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a02f835db9481909d314c17a7c59952 |
completed | May 12, 2026, 9:51 a.m. |
| NEDg | Description generation | batch_6a02f89a1cf88190bdd2b80c14e6134a |
completed | May 12, 2026, 9:53 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a02f96e4c5c8190a42f2f11574df421 |
completed | May 12, 2026, 9:57 a.m. |
Created at: April 10, 2026, 10:12 a.m.