Triple
T17161611
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mt. Sterling, Kentucky |
E416491
|
entity |
| Predicate | hasTransportation |
P105
|
FINISHED |
| Object |
served by U.S. Route 460
Served by U.S. Route 460 is a transportation designation indicating that the city of Mt. Sterling, Kentucky, is accessible via the U.S. Route 460 highway.
|
E1254868
|
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: served by U.S. Route 460 | Statement: [Mt. Sterling, Kentucky, hasTransportation, served by U.S. Route 460]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: served by U.S. Route 460 Context triple: [Mt. Sterling, Kentucky, hasTransportation, served by U.S. Route 460]
-
A.
served by U.S. Route 60
Fairview, Oklahoma is a small city in northwestern Oklahoma that functions as a local commercial and agricultural hub.
-
B.
served by U.S. Route 56
Served by U.S. Route 56 is a segment of the U.S. Highway System that provides a key east–west transportation corridor through parts of the central United States, including access to Mission, Kansas.
-
C.
served by U.S. Route 24
U.S. Route 24 is a major east–west United States highway that runs through several Midwestern and Mountain states, providing an important regional transportation corridor.
-
D.
served by U.S. Route 45
Watersmeet, Michigan is a small unincorporated community in the western Upper Peninsula known as a regional crossroads and gateway to nearby forests, lakes, and outdoor recreation areas.
-
E.
served by U.S. Route 50
Fillmore, Utah is a small central Utah city that lies along a major east–west highway corridor connecting it to other communities across the state and 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: served by U.S. Route 460 Triple: [Mt. Sterling, Kentucky, hasTransportation, served by U.S. Route 460]
Generated description
Served by U.S. Route 460 is a transportation designation indicating that the city of Mt. Sterling, Kentucky, is accessible via the U.S. Route 460 highway.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: served by U.S. Route 460 Target entity description: Served by U.S. Route 460 is a transportation designation indicating that the city of Mt. Sterling, Kentucky, is accessible via the U.S. Route 460 highway.
-
A.
served by U.S. Route 60
Fairview, Oklahoma is a small city in northwestern Oklahoma that functions as a local commercial and agricultural hub.
-
B.
served by U.S. Route 56
Served by U.S. Route 56 is a segment of the U.S. Highway System that provides a key east–west transportation corridor through parts of the central United States, including access to Mission, Kansas.
-
C.
served by U.S. Route 24
U.S. Route 24 is a major east–west United States highway that runs through several Midwestern and Mountain states, providing an important regional transportation corridor.
-
D.
served by U.S. Route 45
Watersmeet, Michigan is a small unincorporated community in the western Upper Peninsula known as a regional crossroads and gateway to nearby forests, lakes, and outdoor recreation areas.
-
E.
served by U.S. Route 50
Fillmore, Utah is a small central Utah city that lies along a major east–west highway corridor connecting it to other communities across the state and 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_69d886d279c081909f8ff1f743ddeb69 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3f91258648190a40396067ba5ecd3 |
completed | April 18, 2026, 9:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0148376bc081908372366203a27fa8 |
completed | May 11, 2026, 3:08 a.m. |
| NEDg | Description generation | batch_6a014b5691a881908fdad49f7dadc76c |
completed | May 11, 2026, 3:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a014bbc921081909c39cd6d11400b56 |
completed | May 11, 2026, 3:23 a.m. |
Created at: April 10, 2026, 5:37 a.m.