Triple
T2094642
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Texoma region |
E32751
|
entity |
| Predicate | hasMajorCity |
P316
|
FINISHED |
| Object |
Ardmore, Oklahoma
Ardmore, Oklahoma is a small city in southern Oklahoma known as a regional commercial and transportation hub between Oklahoma City and Dallas, near Lake Texoma.
|
E241824
|
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: Ardmore, Oklahoma | Statement: [Texoma region, hasMajorCity, Ardmore, Oklahoma]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ardmore, Oklahoma Context triple: [Texoma region, hasMajorCity, Ardmore, Oklahoma]
-
A.
Ardmore
Ardmore is a suburban community in Pennsylvania's Main Line region, known for its residential neighborhoods, shopping district, and commuter access to Philadelphia.
-
B.
Ada, Oklahoma
Ada, Oklahoma is a small city in south-central Oklahoma that serves as a regional economic and cultural hub and is notably home to the headquarters of the Chickasaw Nation.
-
C.
Arnett, Oklahoma
Arnett, Oklahoma is a small town in western Oklahoma that serves as the administrative and commercial hub of rural Ellis County.
-
D.
Tulsa
Tulsa is a major city in northeastern Oklahoma known for its historic oil industry, distinctive Art Deco architecture, and vibrant arts and cultural scene.
-
E.
Durant, Oklahoma
Durant, Oklahoma is a small city in southeastern Oklahoma known as the "Magnolia Capital of Oklahoma" and serves as a regional hub near the Texas border and Lake Texoma.
- 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: Ardmore, Oklahoma Triple: [Texoma region, hasMajorCity, Ardmore, Oklahoma]
Generated description
Ardmore, Oklahoma is a small city in southern Oklahoma known as a regional commercial and transportation hub between Oklahoma City and Dallas, near Lake Texoma.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ardmore, Oklahoma Target entity description: Ardmore, Oklahoma is a small city in southern Oklahoma known as a regional commercial and transportation hub between Oklahoma City and Dallas, near Lake Texoma.
-
A.
Ardmore
Ardmore is a suburban community in Pennsylvania's Main Line region, known for its residential neighborhoods, shopping district, and commuter access to Philadelphia.
-
B.
Ada, Oklahoma
Ada, Oklahoma is a small city in south-central Oklahoma that serves as a regional economic and cultural hub and is notably home to the headquarters of the Chickasaw Nation.
-
C.
Arnett, Oklahoma
Arnett, Oklahoma is a small town in western Oklahoma that serves as the administrative and commercial hub of rural Ellis County.
-
D.
Tulsa
Tulsa is a major city in northeastern Oklahoma known for its historic oil industry, distinctive Art Deco architecture, and vibrant arts and cultural scene.
-
E.
Durant, Oklahoma
Durant, Oklahoma is a small city in southeastern Oklahoma known as the "Magnolia Capital of Oklahoma" and serves as a regional hub near the Texas border and Lake Texoma.
- 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_69a885eba0708190999696a45cbec816 |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69abba99ddc48190bb2097b56efb7aca |
completed | March 7, 2026, 5:41 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae5d8928048190ab9ef79dde8ad4e0 |
completed | March 9, 2026, 5:41 a.m. |
| NEDg | Description generation | batch_69ae5e48eefc8190b459278860bb3217 |
completed | March 9, 2026, 5:44 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae5ec233788190a52dc1a135f7dfb9 |
completed | March 9, 2026, 5:46 a.m. |
Created at: March 4, 2026, 7:43 p.m.