Triple
T16141808
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lincoln County, Oklahoma |
E391674
|
entity |
| Predicate | containsSettlement |
P847
|
FINISHED |
| Object |
Sparks, Oklahoma
Sparks, Oklahoma is a small rural town located in Lincoln County in central Oklahoma.
|
E1284639
|
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: Sparks, Oklahoma | Statement: [Lincoln County, Oklahoma, containsSettlement, Sparks, Oklahoma]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sparks, Oklahoma Context triple: [Lincoln County, Oklahoma, containsSettlement, Sparks, Oklahoma]
-
A.
Spiro, Oklahoma
Spiro, Oklahoma is a small town in Le Flore County known for its proximity to the historic Spiro Mounds archaeological site and its inclusion in the Fort Smith metropolitan area.
-
B.
Knowles, Oklahoma
Knowles, Oklahoma is a small rural town located in the Oklahoma Panhandle region of the United States.
-
C.
Woodall, Oklahoma
Woodall, Oklahoma is a small unincorporated community located in Cherokee County in the eastern part of the state.
-
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.
Krebs, Oklahoma
Krebs, Oklahoma is a small city in southeastern Oklahoma known for its strong Italian-American heritage and historic coal-mining roots.
- 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: Sparks, Oklahoma Triple: [Lincoln County, Oklahoma, containsSettlement, Sparks, Oklahoma]
Generated description
Sparks, Oklahoma is a small rural town located in Lincoln County in central Oklahoma.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Sparks, Oklahoma Target entity description: Sparks, Oklahoma is a small rural town located in Lincoln County in central Oklahoma.
-
A.
Spiro, Oklahoma
Spiro, Oklahoma is a small town in Le Flore County known for its proximity to the historic Spiro Mounds archaeological site and its inclusion in the Fort Smith metropolitan area.
-
B.
Knowles, Oklahoma
Knowles, Oklahoma is a small rural town located in the Oklahoma Panhandle region of the United States.
-
C.
Woodall, Oklahoma
Woodall, Oklahoma is a small unincorporated community located in Cherokee County in the eastern part of the state.
-
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.
Krebs, Oklahoma
Krebs, Oklahoma is a small city in southeastern Oklahoma known for its strong Italian-American heritage and historic coal-mining roots.
- 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_69d87f1c65e48190aa2b4c472e9bafc4 |
completed | April 10, 2026, 4:39 a.m. |
| NER | Named-entity recognition | batch_69e21d9082588190bc7e6ff491f0d94e |
completed | April 17, 2026, 11:46 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a023005e760819081b723a7246c78ce |
completed | May 11, 2026, 7:37 p.m. |
| NEDg | Description generation | batch_6a023121d7b88190bd832d41f47c3fdd |
completed | May 11, 2026, 7:42 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a02357111388190a0c7bc7ae7ca1a1b |
completed | May 11, 2026, 8 p.m. |
Created at: April 10, 2026, 5:01 a.m.