Triple
T12756805
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Muldrow, Oklahoma |
E304880
|
entity |
| Predicate | hasTransportation |
P105
|
FINISHED |
| Object |
Oklahoma State Highway 64B
Oklahoma State Highway 64B is a short state highway spur in eastern Oklahoma that connects the town of Muldrow to nearby major routes.
|
E1034784
|
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 64B | Statement: [Muldrow, Oklahoma, hasTransportation, Oklahoma State Highway 64B]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Oklahoma State Highway 64B Context triple: [Muldrow, Oklahoma, hasTransportation, Oklahoma State Highway 64B]
-
A.
Oklahoma State Highway 64
Oklahoma State Highway 64 is a state-maintained roadway in Oklahoma that serves as a key route connecting the city of Pawnee with other regional destinations.
-
B.
Oklahoma State Highway 56
Oklahoma State Highway 56 is a state highway in Oklahoma that runs through several communities in the east-central part of the state, connecting rural areas with regional towns and other major routes.
-
C.
Oklahoma State Highway 364
Oklahoma State Highway 364 is the state highway designation for the Creek Turnpike, a major toll freeway serving the Tulsa metropolitan area in Oklahoma.
-
D.
Oklahoma State Highway 6
Oklahoma State Highway 6 is a state highway in southwestern Oklahoma that runs generally north–south, connecting several rural communities and intersecting major routes such as U.S. highways near Altus.
-
E.
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.
- 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 64B Triple: [Muldrow, Oklahoma, hasTransportation, Oklahoma State Highway 64B]
Generated description
Oklahoma State Highway 64B is a short state highway spur in eastern Oklahoma that connects the town of Muldrow to nearby major routes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Oklahoma State Highway 64B Target entity description: Oklahoma State Highway 64B is a short state highway spur in eastern Oklahoma that connects the town of Muldrow to nearby major routes.
-
A.
Oklahoma State Highway 64
Oklahoma State Highway 64 is a state-maintained roadway in Oklahoma that serves as a key route connecting the city of Pawnee with other regional destinations.
-
B.
Oklahoma State Highway 56
Oklahoma State Highway 56 is a state highway in Oklahoma that runs through several communities in the east-central part of the state, connecting rural areas with regional towns and other major routes.
-
C.
Oklahoma State Highway 364
Oklahoma State Highway 364 is the state highway designation for the Creek Turnpike, a major toll freeway serving the Tulsa metropolitan area in Oklahoma.
-
D.
Oklahoma State Highway 6
Oklahoma State Highway 6 is a state highway in southwestern Oklahoma that runs generally north–south, connecting several rural communities and intersecting major routes such as U.S. highways near Altus.
-
E.
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.
- 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_69d7bdf1fcd081909ffb0e0d6fa3a07d |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d96d8b57b88190b29b8fdca415c81c |
completed | April 10, 2026, 9:37 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f71f0a5a58819082111550a65a04b9 |
completed | May 3, 2026, 10:10 a.m. |
| NEDg | Description generation | batch_69f720861728819088bc43753d19bef8 |
completed | May 3, 2026, 10:16 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f7212ca3f48190915d73f987ec60d2 |
completed | May 3, 2026, 10:19 a.m. |
Created at: April 9, 2026, 5:27 p.m.