Triple
T4874154
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Benton, Arkansas |
E109159
|
entity |
| Predicate | hasPublicSchoolDistrict |
P226
|
FINISHED |
| Object |
Benton School District
Benton School District is the public school system serving students in and around the city of Benton, Arkansas.
|
E476756
|
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: Benton School District | Statement: [Benton, Arkansas, hasPublicSchoolDistrict, Benton School District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Benton School District Context triple: [Benton, Arkansas, hasPublicSchoolDistrict, Benton School District]
-
A.
Reynolds School District
Reynolds School District is a public school district serving students in Fairview and surrounding communities in the Portland metropolitan area of Oregon.
-
B.
Bow School District
Bow School District is the public school system serving the town of Bow in Merrimack County, New Hampshire.
-
C.
Taylor School District
Taylor School District is a public school district based in Taylor, Michigan, that provides K–12 education to students in Taylor and parts of nearby communities such as Inkster.
-
D.
Blodgett School District
Blodgett School District is a local public school district serving the educational needs of students in the rural community of Blodgett, Oregon.
-
E.
Sibley-Ocheyedan Community School District
Sibley-Ocheyedan Community School District is a rural public school district in northwest Iowa serving students from the communities of Sibley, Ocheyedan, and surrounding areas.
- 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: Benton School District Triple: [Benton, Arkansas, hasPublicSchoolDistrict, Benton School District]
Generated description
Benton School District is the public school system serving students in and around the city of Benton, Arkansas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Benton School District Target entity description: Benton School District is the public school system serving students in and around the city of Benton, Arkansas.
-
A.
Reynolds School District
Reynolds School District is a public school district serving students in Fairview and surrounding communities in the Portland metropolitan area of Oregon.
-
B.
Bow School District
Bow School District is the public school system serving the town of Bow in Merrimack County, New Hampshire.
-
C.
Taylor School District
Taylor School District is a public school district based in Taylor, Michigan, that provides K–12 education to students in Taylor and parts of nearby communities such as Inkster.
-
D.
Blodgett School District
Blodgett School District is a local public school district serving the educational needs of students in the rural community of Blodgett, Oregon.
-
E.
Sibley-Ocheyedan Community School District
Sibley-Ocheyedan Community School District is a rural public school district in northwest Iowa serving students from the communities of Sibley, Ocheyedan, and surrounding areas.
- 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_69bd440d96a48190b0c87069adef2af1 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd6da1b45881909d45cb1214f5bdde |
completed | March 20, 2026, 3:54 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be67f5b51c8190a8114450084d2b13 |
completed | March 21, 2026, 9:42 a.m. |
| NEDg | Description generation | batch_69be69ed67f4819094656680ac3a174a |
completed | March 21, 2026, 9:50 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be6a368ca88190b57fdf7c8c9f4e60 |
completed | March 21, 2026, 9:51 a.m. |
Created at: March 20, 2026, 1:27 p.m.