Triple
T6239318
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Broken Arrow, Oklahoma |
E139558
|
entity |
| Predicate | hasEducationalInstitution |
P113
|
FINISHED |
| Object |
Union Public Schools
Union Public Schools is a public school district serving students in and around Broken Arrow and the Tulsa metropolitan area in Oklahoma.
|
E579280
|
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: Union Public Schools | Statement: [Broken Arrow, Oklahoma, hasEducationalInstitution, Union Public Schools]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Union Public Schools Context triple: [Broken Arrow, Oklahoma, hasEducationalInstitution, Union Public Schools]
-
A.
Jefferson School District
Jefferson School District is a public school district serving students in and around the city of Tracy, California.
-
B.
Chelsea Public Schools
Chelsea Public Schools is the public school district serving students in the city of Chelsea, Massachusetts.
-
C.
Union City School District
Union City School District is the public school system serving students in the urban community of Union City, New Jersey.
-
D.
Douglas County School System
Douglas County School System is the public school district responsible for providing K–12 education to students in Douglas County, Georgia.
-
E.
Raymond School District
Raymond School District is the public school system serving the educational needs of students in the town of Raymond, New Hampshire.
- 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: Union Public Schools Triple: [Broken Arrow, Oklahoma, hasEducationalInstitution, Union Public Schools]
Generated description
Union Public Schools is a public school district serving students in and around Broken Arrow and the Tulsa metropolitan area in Oklahoma.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Union Public Schools Target entity description: Union Public Schools is a public school district serving students in and around Broken Arrow and the Tulsa metropolitan area in Oklahoma.
-
A.
Jefferson School District
Jefferson School District is a public school district serving students in and around the city of Tracy, California.
-
B.
Chelsea Public Schools
Chelsea Public Schools is the public school district serving students in the city of Chelsea, Massachusetts.
-
C.
Union City School District
Union City School District is the public school system serving students in the urban community of Union City, New Jersey.
-
D.
Douglas County School System
Douglas County School System is the public school district responsible for providing K–12 education to students in Douglas County, Georgia.
-
E.
Raymond School District
Raymond School District is the public school system serving the educational needs of students in the town of Raymond, New Hampshire.
- 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_69c243ff29248190abbb748601039f60 |
completed | March 24, 2026, 7:57 a.m. |
| NEDg | Description generation | batch_69c2461400288190ba131686752b2ab7 |
completed | March 24, 2026, 8:06 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c2467575848190abf321404a8df3c4 |
completed | March 24, 2026, 8:08 a.m. |
Created at: March 22, 2026, 4:23 p.m.