Triple
T12505758
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Spiro, Oklahoma |
E298942
|
entity |
| Predicate | hasNearbyCity |
P350
|
FINISHED |
| Object |
Fort Coffee, Oklahoma
Fort Coffee, Oklahoma is a small town in Le Flore County in eastern Oklahoma, historically associated with a 19th-century military fort and its location near the Arkansas River.
|
E986745
|
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: Fort Coffee, Oklahoma | Statement: [Spiro, Oklahoma, hasNearbyCity, Fort Coffee, Oklahoma]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fort Coffee, Oklahoma Context triple: [Spiro, Oklahoma, hasNearbyCity, Fort Coffee, Oklahoma]
-
A.
Faxon, Oklahoma
Faxon, Oklahoma is a small rural town located in southwestern Oklahoma within Comanche County.
-
B.
Fletcher, Oklahoma
Fletcher, Oklahoma is a small rural town in southwestern Oklahoma that is part of the Lawton metropolitan area.
-
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.
Big Cabin, Oklahoma
Big Cabin, Oklahoma is a small rural town in northeastern Oklahoma known for its location along major transportation routes and its historic railroad and cattle-shipping roots.
-
E.
Bennington, Oklahoma
Bennington, Oklahoma is a small rural town in southeastern Oklahoma known for its agricultural community and location within Bryan County.
- 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: Fort Coffee, Oklahoma Triple: [Spiro, Oklahoma, hasNearbyCity, Fort Coffee, Oklahoma]
Generated description
Fort Coffee, Oklahoma is a small town in Le Flore County in eastern Oklahoma, historically associated with a 19th-century military fort and its location near the Arkansas River.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Fort Coffee, Oklahoma Target entity description: Fort Coffee, Oklahoma is a small town in Le Flore County in eastern Oklahoma, historically associated with a 19th-century military fort and its location near the Arkansas River.
-
A.
Faxon, Oklahoma
Faxon, Oklahoma is a small rural town located in southwestern Oklahoma within Comanche County.
-
B.
Fletcher, Oklahoma
Fletcher, Oklahoma is a small rural town in southwestern Oklahoma that is part of the Lawton metropolitan area.
-
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.
Big Cabin, Oklahoma
Big Cabin, Oklahoma is a small rural town in northeastern Oklahoma known for its location along major transportation routes and its historic railroad and cattle-shipping roots.
-
E.
Bennington, Oklahoma
Bennington, Oklahoma is a small rural town in southeastern Oklahoma known for its agricultural community and location within Bryan County.
- 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_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_69f64bb5af708190b3786da334c3bf23 |
completed | May 2, 2026, 7:08 p.m. |
| NEDg | Description generation | batch_69f64ce1b0ec8190bcbd245255e548b5 |
completed | May 2, 2026, 7:13 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f64da735f48190b051ce173c13e5b2 |
completed | May 2, 2026, 7:16 p.m. |
Created at: April 8, 2026, 9:57 p.m.