Triple
T2849733
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Muskogee |
E63062
|
entity |
| Predicate | nearHighway |
P3561
|
FINISHED |
| Object |
Oklahoma State Highway 16
Oklahoma State Highway 16 is a state highway in Oklahoma that runs through eastern parts of the state, connecting several rural communities and cities including the area near Muskogee.
|
E313034
|
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: Oklahoma State Highway 16 | Statement: [Muskogee, nearHighway, Oklahoma State Highway 16]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Oklahoma State Highway 16 Context triple: [Muskogee, nearHighway, Oklahoma State Highway 16]
-
A.
Oklahoma State Highway 15
Oklahoma State Highway 15 is a state highway in Oklahoma that runs through the northwestern part of the state, connecting several rural communities and serving as a regional east–west route.
-
B.
Oklahoma State Highway 51
Oklahoma State Highway 51 is a major east–west state highway in Oklahoma that connects numerous communities, including the Tulsa suburb of Broken Arrow, and serves as an important regional transportation corridor.
-
C.
Kansas Highway 15
Kansas Highway 15 is a north–south state highway in Kansas that runs through central communities including Abilene, connecting rural areas to major routes in the state.
-
D.
Kansas Highway 7
Kansas Highway 7 is a state highway in Kansas that runs north–south through several counties, connecting local communities to major regional routes.
-
E.
U.S. Route 287
U.S. Route 287 is a major north–south U.S. Highway running from the Gulf Coast of Texas through the Great Plains and Rocky Mountain states to Montana, serving as an important regional freight and travel corridor.
- 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: Oklahoma State Highway 16 Triple: [Muskogee, nearHighway, Oklahoma State Highway 16]
Generated description
Oklahoma State Highway 16 is a state highway in Oklahoma that runs through eastern parts of the state, connecting several rural communities and cities including the area near Muskogee.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Oklahoma State Highway 16 Target entity description: Oklahoma State Highway 16 is a state highway in Oklahoma that runs through eastern parts of the state, connecting several rural communities and cities including the area near Muskogee.
-
A.
Oklahoma State Highway 15
Oklahoma State Highway 15 is a state highway in Oklahoma that runs through the northwestern part of the state, connecting several rural communities and serving as a regional east–west route.
-
B.
Oklahoma State Highway 51
Oklahoma State Highway 51 is a major east–west state highway in Oklahoma that connects numerous communities, including the Tulsa suburb of Broken Arrow, and serves as an important regional transportation corridor.
-
C.
Kansas Highway 15
Kansas Highway 15 is a north–south state highway in Kansas that runs through central communities including Abilene, connecting rural areas to major routes in the state.
-
D.
Kansas Highway 7
Kansas Highway 7 is a state highway in Kansas that runs north–south through several counties, connecting local communities to major regional routes.
-
E.
U.S. Route 287
U.S. Route 287 is a major north–south U.S. Highway running from the Gulf Coast of Texas through the Great Plains and Rocky Mountain states to Montana, serving as an important regional freight and travel corridor.
- 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_69ab4c407c408190857d25e027155ce9 |
completed | March 6, 2026, 9:50 p.m. |
| NER | Named-entity recognition | batch_69abdf41ac24819087c5b72e3b84117c |
completed | March 7, 2026, 8:18 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b08644192481909cb5ec394148adf4 |
completed | March 10, 2026, 8:59 p.m. |
| NEDg | Description generation | batch_69b0d7bb0c488190b309d1b04136cb07 |
completed | March 11, 2026, 2:47 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b0d8167ac48190845464f0eee3fcac |
completed | March 11, 2026, 2:48 a.m. |
Created at: March 6, 2026, 10:02 p.m.