Triple
T14744243
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mayes County, Oklahoma |
E346425
|
entity |
| Predicate | hasTown |
P847
|
FINISHED |
| Object |
Langley, Oklahoma
Langley, Oklahoma is a small town in northeastern Oklahoma located near Grand Lake O’ the Cherokees, known for recreation and lake-related tourism.
|
E1117111
|
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: Langley, Oklahoma | Statement: [Mayes County, Oklahoma, hasTown, Langley, Oklahoma]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Langley, Oklahoma Context triple: [Mayes County, Oklahoma, hasTown, 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.
Knowles, Oklahoma
Knowles, Oklahoma is a small rural town located in the Oklahoma Panhandle region of the United States.
-
D.
Blanchard, Oklahoma
Blanchard, Oklahoma is a small city in central Oklahoma that serves as a bedroom community within the Oklahoma City metropolitan area.
-
E.
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.
- 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: Langley, Oklahoma Triple: [Mayes County, Oklahoma, hasTown, Langley, Oklahoma]
Generated description
Langley, Oklahoma is a small town in northeastern Oklahoma located near Grand Lake O’ the Cherokees, known for recreation and lake-related tourism.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Langley, Oklahoma Target entity description: Langley, Oklahoma is a small town in northeastern Oklahoma located near Grand Lake O’ the Cherokees, known for recreation and lake-related tourism.
-
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.
Knowles, Oklahoma
Knowles, Oklahoma is a small rural town located in the Oklahoma Panhandle region of the United States.
-
D.
Blanchard, Oklahoma
Blanchard, Oklahoma is a small city in central Oklahoma that serves as a bedroom community within the Oklahoma City metropolitan area.
-
E.
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.
- 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_69d822e6f1c88190bc494d491a907114 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69dec7d002708190a32a4a45e96fc389 |
completed | April 14, 2026, 11:03 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fdfb9638648190a2a3eb255ec5ae28 |
completed | May 8, 2026, 3:04 p.m. |
| NEDg | Description generation | batch_69fdfe5f00b08190ba44acd2eed94333 |
completed | May 8, 2026, 3:16 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fdff32e0a48190acc14ceccea3df17 |
completed | May 8, 2026, 3:20 p.m. |
Created at: April 10, 2026, 1:30 a.m.