Triple
T21451632
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Keystone Lake |
E529221
|
entity |
| Predicate | nearCity |
P350
|
FINISHED |
| Object |
Mannford, Oklahoma
Mannford, Oklahoma is a small town in Creek County best known as a lakeside community and recreational hub on the shores of Keystone Lake.
|
E1485668
|
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: Mannford, Oklahoma | Statement: [Keystone Lake, nearCity, Mannford, Oklahoma]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mannford, Oklahoma Context triple: [Keystone Lake, nearCity, Mannford, Oklahoma]
-
A.
Madill, Oklahoma
Madill, Oklahoma is a small city in southern Oklahoma that serves as the county seat of Marshall County and a local hub within the Texoma region.
-
B.
Mustang, Oklahoma
Mustang, Oklahoma is a rapidly growing suburban city in the Oklahoma City metropolitan area known for its family-friendly community and annual Western-themed celebrations.
-
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.
Woodward, Oklahoma
Woodward, Oklahoma is a small city in northwestern Oklahoma that serves as a regional hub for agriculture, energy production, and outdoor recreation.
-
E.
Weatherford, Oklahoma
Weatherford, Oklahoma is a small city in western Oklahoma known for its energy industry ties, Southwestern Oklahoma State University, and proximity to historic Route 66.
- 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: Mannford, Oklahoma Triple: [Keystone Lake, nearCity, Mannford, Oklahoma]
Generated description
Mannford, Oklahoma is a small town in Creek County best known as a lakeside community and recreational hub on the shores of Keystone Lake.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mannford, Oklahoma Target entity description: Mannford, Oklahoma is a small town in Creek County best known as a lakeside community and recreational hub on the shores of Keystone Lake.
-
A.
Madill, Oklahoma
Madill, Oklahoma is a small city in southern Oklahoma that serves as the county seat of Marshall County and a local hub within the Texoma region.
-
B.
Mustang, Oklahoma
Mustang, Oklahoma is a rapidly growing suburban city in the Oklahoma City metropolitan area known for its family-friendly community and annual Western-themed celebrations.
-
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.
Woodward, Oklahoma
Woodward, Oklahoma is a small city in northwestern Oklahoma that serves as a regional hub for agriculture, energy production, and outdoor recreation.
-
E.
Weatherford, Oklahoma
Weatherford, Oklahoma is a small city in western Oklahoma known for its energy industry ties, Southwestern Oklahoma State University, and proximity to historic Route 66.
- 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_69e0c457579481909db68053ed99750c |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69e9e9d33e648190864b0ef5acf36659 |
completed | April 23, 2026, 9:43 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a09c90a182c8190881279e88394ff97 |
completed | May 17, 2026, 1:56 p.m. |
| NEDg | Description generation | batch_6a09c9c2fbf081909f740049184552f0 |
completed | May 17, 2026, 1:59 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a09cbae96a8819095c7e916fb93d65e |
completed | May 17, 2026, 2:07 p.m. |
Created at: April 16, 2026, 6:07 p.m.