Triple
T7381530
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bentleyville, Pennsylvania |
E170264
|
entity |
| Predicate | hasPublicSchoolDistrict |
P226
|
FINISHED |
| Object |
Bentworth School District
Bentworth School District is a public school district serving students in and around Bentleyville in Washington County, Pennsylvania.
|
E659649
|
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: Bentworth School District | Statement: [Bentleyville, Pennsylvania, hasPublicSchoolDistrict, Bentworth School District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bentworth School District Context triple: [Bentleyville, Pennsylvania, hasPublicSchoolDistrict, Bentworth School District]
-
A.
Bedford School District
Bedford School District is the public school system serving the town of Bedford, New Hampshire, providing K–12 education to local students.
-
B.
Benton School District
Benton School District is the public school system serving students in and around the city of Benton, Arkansas.
-
C.
Gresham-Barlow School District
Gresham-Barlow School District is a public school district serving students in the Gresham area and surrounding communities in Oregon.
-
D.
Brockworth Comprehensive School
Brockworth Comprehensive School is a secondary school in Brockworth, Gloucestershire, England, known in part for being attended by actor and comedian Simon Pegg.
-
E.
Belton High School
Belton High School is a public secondary school serving students in the Belton, Missouri community within the United States.
- 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: Bentworth School District Triple: [Bentleyville, Pennsylvania, hasPublicSchoolDistrict, Bentworth School District]
Generated description
Bentworth School District is a public school district serving students in and around Bentleyville in Washington County, Pennsylvania.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bentworth School District Target entity description: Bentworth School District is a public school district serving students in and around Bentleyville in Washington County, Pennsylvania.
-
A.
Bedford School District
Bedford School District is the public school system serving the town of Bedford, New Hampshire, providing K–12 education to local students.
-
B.
Benton School District
Benton School District is the public school system serving students in and around the city of Benton, Arkansas.
-
C.
Gresham-Barlow School District
Gresham-Barlow School District is a public school district serving students in the Gresham area and surrounding communities in Oregon.
-
D.
Brockworth Comprehensive School
Brockworth Comprehensive School is a secondary school in Brockworth, Gloucestershire, England, known in part for being attended by actor and comedian Simon Pegg.
-
E.
Belton High School
Belton High School is a public secondary school serving students in the Belton, Missouri community within the United States.
- 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_69c68a5d0ed08190b6d361e68f813330 |
completed | March 27, 2026, 1:47 p.m. |
| NER | Named-entity recognition | batch_69c6f1c7b5bc81908afa2bf39159979b |
completed | March 27, 2026, 9:08 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c802db77988190aacc4e2f9cbb0bb3 |
completed | March 28, 2026, 4:33 p.m. |
| NEDg | Description generation | batch_69c8038f9d5881908121776322a66e66 |
completed | March 28, 2026, 4:36 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c803fc447c8190b1d16b47c90f982b |
completed | March 28, 2026, 4:38 p.m. |
Created at: March 27, 2026, 3:08 p.m.