Triple
T12505750
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Spiro, Oklahoma |
E298942
|
entity |
| Predicate | hasNearbyCity |
P350
|
FINISHED |
| Object | Muldrow, Oklahoma |
E304880
|
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: Muldrow, Oklahoma | Statement: [Spiro, Oklahoma, hasNearbyCity, Muldrow, Oklahoma]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Muldrow, Oklahoma Context triple: [Spiro, Oklahoma, hasNearbyCity, Muldrow, Oklahoma]
-
A.
Muldrow, Oklahoma
chosen
Muldrow, Oklahoma is a small town in Sequoyah County that forms part of the Oklahoma portion of the Fort Smith metropolitan area.
-
B.
Morrison, Oklahoma
Morrison, Oklahoma is a small rural town in north-central Oklahoma known for its agricultural community and strong local school sports traditions.
-
C.
Ketchum, Oklahoma
Ketchum, Oklahoma is a small town in northeastern Oklahoma known for its proximity to Grand Lake O’ the Cherokees and its rural community character.
-
D.
Hominy, Oklahoma
Hominy, Oklahoma is a small city in northeastern Oklahoma known for its strong Osage Nation presence, Native American cultural heritage, and historic architecture.
-
E.
Le Flore, Oklahoma
Le Flore, Oklahoma is a small rural town in eastern Oklahoma known for its close-knit community and location within the scenic Ouachita Mountain region.
- 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_69d6ada4cd388190ae3bbf83ff87057a |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d94dfddf38819099263b8b1e804736 |
completed | April 10, 2026, 7:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7c6f404888190b7bb47bff1a7c1e1 |
completed | May 3, 2026, 10:06 p.m. |
Created at: April 8, 2026, 9:57 p.m.