Triple
T6239317
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Broken Arrow, Oklahoma |
E139558
|
entity |
| Predicate | hasEducationalInstitution |
P113
|
FINISHED |
| Object |
Broken Arrow Public Schools
Broken Arrow Public Schools is a public school district serving the city of Broken Arrow, Oklahoma, providing K–12 education through multiple elementary, middle, and high schools.
|
E577643
|
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: Broken Arrow Public Schools | Statement: [Broken Arrow, Oklahoma, hasEducationalInstitution, Broken Arrow Public Schools]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Broken Arrow Public Schools Context triple: [Broken Arrow, Oklahoma, hasEducationalInstitution, Broken Arrow Public Schools]
-
A.
Lawton Public Schools
Lawton Public Schools is the main public school district serving students in the city of Lawton, Oklahoma.
-
B.
Central High, Oklahoma
Central High, Oklahoma is a small rural town located in Stephens County in the southern part of the state.
-
C.
Raymond School District
Raymond School District is the public school system serving the educational needs of students in the town of Raymond, New Hampshire.
-
D.
Plains High School
Plains High School is the historic former school in Plains, Georgia that now serves as the visitor center and museum for the Jimmy Carter National Historical Park, highlighting the early life and legacy of the 39th U.S. president.
-
E.
Indianola Community School District
Indianola Community School District is a public school district serving the educational needs of students in and around the city of Indianola in Warren County, Iowa.
- 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: Broken Arrow Public Schools Triple: [Broken Arrow, Oklahoma, hasEducationalInstitution, Broken Arrow Public Schools]
Generated description
Broken Arrow Public Schools is a public school district serving the city of Broken Arrow, Oklahoma, providing K–12 education through multiple elementary, middle, and high schools.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Broken Arrow Public Schools Target entity description: Broken Arrow Public Schools is a public school district serving the city of Broken Arrow, Oklahoma, providing K–12 education through multiple elementary, middle, and high schools.
-
A.
Lawton Public Schools
Lawton Public Schools is the main public school district serving students in the city of Lawton, Oklahoma.
-
B.
Central High, Oklahoma
Central High, Oklahoma is a small rural town located in Stephens County in the southern part of the state.
-
C.
Raymond School District
Raymond School District is the public school system serving the educational needs of students in the town of Raymond, New Hampshire.
-
D.
Plains High School
Plains High School is the historic former school in Plains, Georgia that now serves as the visitor center and museum for the Jimmy Carter National Historical Park, highlighting the early life and legacy of the 39th U.S. president.
-
E.
Indianola Community School District
Indianola Community School District is a public school district serving the educational needs of students in and around the city of Indianola in Warren County, Iowa.
- 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_69c008b0e7ac8190808a59573ee646f3 |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c063048df081909a13d16b6f6bf65d |
completed | March 22, 2026, 9:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c20e01845081909c54fe938600be3e |
completed | March 24, 2026, 4:07 a.m. |
| NEDg | Description generation | batch_69c215ff293c8190a79dd9246c38880d |
completed | March 24, 2026, 4:41 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c2167ef4748190bebcf28468a696bc |
completed | March 24, 2026, 4:43 a.m. |
Created at: March 22, 2026, 4:23 p.m.