Triple
T13720555
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bloomfield, Kentucky |
E329021
|
entity |
| Predicate | hasTransportation |
P105
|
FINISHED |
| Object |
Kentucky Route 48
Kentucky Route 48 is a state highway in Kentucky that connects the city of Bloomfield with other nearby communities and regional routes.
|
E1062342
|
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: Kentucky Route 48 | Statement: [Bloomfield, Kentucky, hasTransportation, Kentucky Route 48]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kentucky Route 48 Context triple: [Bloomfield, Kentucky, hasTransportation, Kentucky Route 48]
-
A.
Kentucky Route 49
Kentucky Route 49 is a state highway in Kentucky that connects several small communities in the central part of the state, serving as a regional route for local travel and access.
-
B.
Kentucky Route 44
Kentucky Route 44 is a significant east–west state highway in Kentucky that connects several communities, including those in Bullitt County, and serves as an important regional transportation corridor.
-
C.
Kentucky Route 39
Kentucky Route 39 is a state highway in Kentucky that connects the city of Nicholasville with other communities in the region.
-
D.
Kentucky Route 84
Kentucky Route 84 is a state highway in Kentucky that runs through central parts of the state, connecting communities such as Hodgenville and serving as a regional connector route.
-
E.
Kentucky Route 55
Kentucky Route 55 is a state highway in Kentucky that runs north–south through several counties, serving as a key regional connector for local communities and commerce.
- 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: Kentucky Route 48 Triple: [Bloomfield, Kentucky, hasTransportation, Kentucky Route 48]
Generated description
Kentucky Route 48 is a state highway in Kentucky that connects the city of Bloomfield with other nearby communities and regional routes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kentucky Route 48 Target entity description: Kentucky Route 48 is a state highway in Kentucky that connects the city of Bloomfield with other nearby communities and regional routes.
-
A.
Kentucky Route 49
Kentucky Route 49 is a state highway in Kentucky that connects several small communities in the central part of the state, serving as a regional route for local travel and access.
-
B.
Kentucky Route 44
Kentucky Route 44 is a significant east–west state highway in Kentucky that connects several communities, including those in Bullitt County, and serves as an important regional transportation corridor.
-
C.
Kentucky Route 39
Kentucky Route 39 is a state highway in Kentucky that connects the city of Nicholasville with other communities in the region.
-
D.
Kentucky Route 84
Kentucky Route 84 is a state highway in Kentucky that runs through central parts of the state, connecting communities such as Hodgenville and serving as a regional connector route.
-
E.
Kentucky Route 55
Kentucky Route 55 is a state highway in Kentucky that runs north–south through several counties, serving as a key regional connector for local communities and commerce.
- 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_69d80770b9bc81909f70c8c317d53cff |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69dd439a121c81908cae964e7756274c |
completed | April 13, 2026, 7:27 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7b0676e50819085fe48f86c0f93d8 |
completed | May 3, 2026, 8:30 p.m. |
| NEDg | Description generation | batch_69f7b208e3c88190962a5ce45aecf3e6 |
completed | May 3, 2026, 8:37 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f7b2c55e188190b0ea8fa400ff2dfc |
completed | May 3, 2026, 8:40 p.m. |
Created at: April 9, 2026, 9:55 p.m.