Triple
T12517392
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Grand Lake o’ the Cherokees |
E299222
|
entity |
| Predicate | hasCityOnShore |
P969
|
FINISHED |
| Object | Langley, Oklahoma |
E657502
|
NE FINISHED |
How this triple was built (2 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: Langley, Oklahoma | Statement: [Grand Lake o’ the Cherokees, hasCityOnShore, Langley, Oklahoma]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Langley, Oklahoma Context triple: [Grand Lake o’ the Cherokees, hasCityOnShore, Langley, Oklahoma]
-
A.
Lexington, Oklahoma
Lexington, Oklahoma is a small town in central Oklahoma known for its rural character and proximity to the South Canadian River, forming part of the Norman metropolitan area.
-
B.
Hinton, Oklahoma
Hinton, Oklahoma is a small town in Caddo County known for its proximity to Red Rock Canyon Adventure Park and its location along major regional highways.
-
C.
McLoud, Oklahoma
McLoud, Oklahoma is a small city in Pottawatomie County known for its Native American heritage and role as a local tribal and agricultural community hub.
-
D.
Ketchum, Oklahoma
chosen
Ketchum, Oklahoma is a small town in northeastern Oklahoma known for its proximity to Grand Lake O’ the Cherokees and its rural community character.
-
E.
Leon, Oklahoma
Leon, Oklahoma is a small rural town located in southern Oklahoma near the Texas border.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d6ada5cdd48190860d9ce30aff69be |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d9541f80148190976d1d912fe155d0 |
completed | April 10, 2026, 7:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f64bbd58b88190baeb99380babf64f |
completed | May 2, 2026, 7:08 p.m. |
Created at: April 8, 2026, 9:57 p.m.