Triple
T8997425
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cleveland County, Oklahoma |
E214952
|
entity |
| Predicate | hasTown |
P847
|
FINISHED |
| Object |
Slaughterville, Oklahoma
Slaughterville, Oklahoma is a small rural town in central Oklahoma known for its agricultural character and proximity to the Oklahoma City metropolitan area.
|
E771347
|
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: Slaughterville, Oklahoma | Statement: [Cleveland County, Oklahoma, hasTown, Slaughterville, Oklahoma]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Slaughterville, Oklahoma Context triple: [Cleveland County, Oklahoma, hasTown, Slaughterville, Oklahoma]
-
A.
Sallisaw, Oklahoma
Sallisaw, Oklahoma is a small city in eastern Oklahoma known as the county seat of Sequoyah County and a local hub near the Arkansas border.
-
B.
Tahlequah, Oklahoma
Tahlequah, Oklahoma is a small city in northeastern Oklahoma that serves as the governmental and cultural center of the Cherokee Nation.
-
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.
Talihina, Oklahoma
Talihina, Oklahoma is a small town in southeastern Oklahoma known as a gateway community to the scenic Ouachita Mountains and Ouachita National Forest.
-
E.
Muldrow, Oklahoma
Muldrow, Oklahoma is a small town in Sequoyah County that forms part of the Oklahoma portion of the Fort Smith metropolitan area.
- 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: Slaughterville, Oklahoma Triple: [Cleveland County, Oklahoma, hasTown, Slaughterville, Oklahoma]
Generated description
Slaughterville, Oklahoma is a small rural town in central Oklahoma known for its agricultural character and proximity to the Oklahoma City metropolitan area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Slaughterville, Oklahoma Target entity description: Slaughterville, Oklahoma is a small rural town in central Oklahoma known for its agricultural character and proximity to the Oklahoma City metropolitan area.
-
A.
Sallisaw, Oklahoma
Sallisaw, Oklahoma is a small city in eastern Oklahoma known as the county seat of Sequoyah County and a local hub near the Arkansas border.
-
B.
Tahlequah, Oklahoma
Tahlequah, Oklahoma is a small city in northeastern Oklahoma that serves as the governmental and cultural center of the Cherokee Nation.
-
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.
Talihina, Oklahoma
Talihina, Oklahoma is a small town in southeastern Oklahoma known as a gateway community to the scenic Ouachita Mountains and Ouachita National Forest.
-
E.
Muldrow, Oklahoma
Muldrow, Oklahoma is a small town in Sequoyah County that forms part of the Oklahoma portion of the Fort Smith metropolitan area.
- 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_69ca83a05c608190bdfdbdb25e994b39 |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cc68e0d3588190bdab0e2b86b09228 |
completed | April 1, 2026, 12:37 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfd0d586c881909090b424f6fd036f |
completed | April 3, 2026, 2:38 p.m. |
| NEDg | Description generation | batch_69cfd15c82208190adc11bc6ab1b959b |
completed | April 3, 2026, 2:40 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cfd1eb7f588190a7b7a4ccb48a51d9 |
completed | April 3, 2026, 2:42 p.m. |
Created at: March 30, 2026, 7:05 p.m.