Triple
T17142931
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Prestonsburg, Kentucky |
E416014
|
entity |
| Predicate | transportation |
P230
|
FINISHED |
| Object |
Kentucky Route 114
Kentucky Route 114 is a state highway in eastern Kentucky that serves as a key local connector in and around Prestonsburg.
|
E1254611
|
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 114 | Statement: [Prestonsburg, Kentucky, transportation, Kentucky Route 114]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kentucky Route 114 Context triple: [Prestonsburg, Kentucky, transportation, Kentucky Route 114]
-
A.
Kentucky Route 144
Kentucky Route 144 is a state highway in Kentucky that serves as a regional connector through communities such as Vine Grove.
-
B.
Kentucky Route 169
Kentucky Route 169 is a state highway in Kentucky that serves as a regional connector route, primarily running through Jessamine County and linking local communities to larger transportation corridors.
-
C.
Kentucky Route 181
Kentucky Route 181 is a state highway in Kentucky that connects the city of Elkton with other communities in the region.
-
D.
Kentucky Route 152
Kentucky Route 152 is a state highway in Kentucky that connects several central Kentucky communities, including Harrodsburg, and provides regional east–west travel.
-
E.
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.
- 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 114 Triple: [Prestonsburg, Kentucky, transportation, Kentucky Route 114]
Generated description
Kentucky Route 114 is a state highway in eastern Kentucky that serves as a key local connector in and around Prestonsburg.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kentucky Route 114 Target entity description: Kentucky Route 114 is a state highway in eastern Kentucky that serves as a key local connector in and around Prestonsburg.
-
A.
Kentucky Route 144
Kentucky Route 144 is a state highway in Kentucky that serves as a regional connector through communities such as Vine Grove.
-
B.
Kentucky Route 169
Kentucky Route 169 is a state highway in Kentucky that serves as a regional connector route, primarily running through Jessamine County and linking local communities to larger transportation corridors.
-
C.
Kentucky Route 181
Kentucky Route 181 is a state highway in Kentucky that connects the city of Elkton with other communities in the region.
-
D.
Kentucky Route 152
Kentucky Route 152 is a state highway in Kentucky that connects several central Kentucky communities, including Harrodsburg, and provides regional east–west travel.
-
E.
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.
- 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_69d886d15af4819092f92f8a129763e6 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3f2d73c3c81908b875023bb925edb |
completed | April 18, 2026, 9:08 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a01483158348190abb96b36caaf455a |
completed | May 11, 2026, 3:08 a.m. |
| NEDg | Description generation | batch_6a014aaaa3308190872d6db566a75511 |
completed | May 11, 2026, 3:19 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a014b092c948190bc8e9e8d3918bf84 |
completed | May 11, 2026, 3:20 a.m. |
Created at: April 10, 2026, 5:36 a.m.