Triple
T11938622
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Whately, Massachusetts |
E284115
|
entity |
| Predicate | schoolDistrict |
P226
|
FINISHED |
| Object |
Frontier Regional and Union 38 School Districts
Frontier Regional and Union 38 School Districts is a public school system serving multiple small towns in western Massachusetts, including Whately, and providing K–12 education through a combination of local elementary schools and a shared regional secondary school.
|
E955039
|
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: Frontier Regional and Union 38 School Districts | Statement: [Whately, Massachusetts, schoolDistrict, Frontier Regional and Union 38 School Districts]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Frontier Regional and Union 38 School Districts Context triple: [Whately, Massachusetts, schoolDistrict, Frontier Regional and Union 38 School Districts]
-
A.
Frontier Central School District
Frontier Central School District is a public school district serving students in the Hamburg area of western New York State.
-
B.
Reed Union School District
Reed Union School District is a public school district serving elementary and middle school students in the Tiburon area of Marin County, California.
-
C.
Greenfield Union School District
Greenfield Union School District is a public school district serving students in the city of Greenfield in Monterey County, California.
-
D.
Rutherford School District
Rutherford School District is a public school district that serves students in the borough of Rutherford in Bergen County, New Jersey.
-
E.
White River School District
White River School District is a public school district serving students in and around the city of Buckley in Washington State.
- 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: Frontier Regional and Union 38 School Districts Triple: [Whately, Massachusetts, schoolDistrict, Frontier Regional and Union 38 School Districts]
Generated description
Frontier Regional and Union 38 School Districts is a public school system serving multiple small towns in western Massachusetts, including Whately, and providing K–12 education through a combination of local elementary schools and a shared regional secondary school.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Frontier Regional and Union 38 School Districts Target entity description: Frontier Regional and Union 38 School Districts is a public school system serving multiple small towns in western Massachusetts, including Whately, and providing K–12 education through a combination of local elementary schools and a shared regional secondary school.
-
A.
Frontier Central School District
Frontier Central School District is a public school district serving students in the Hamburg area of western New York State.
-
B.
Reed Union School District
Reed Union School District is a public school district serving elementary and middle school students in the Tiburon area of Marin County, California.
-
C.
Greenfield Union School District
Greenfield Union School District is a public school district serving students in the city of Greenfield in Monterey County, California.
-
D.
Rutherford School District
Rutherford School District is a public school district that serves students in the borough of Rutherford in Bergen County, New Jersey.
-
E.
White River School District
White River School District is a public school district serving students in and around the city of Buckley in Washington State.
- 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_69d6ab2ce9c48190b5d39511b524f666 |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d903415d2481909d84e6727454b9fe |
completed | April 10, 2026, 2:03 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f4409a40dc81909d87c50601b98b78 |
completed | May 1, 2026, 5:56 a.m. |
| NEDg | Description generation | batch_69f448fc874081908fe05f9d8aff11a3 |
completed | May 1, 2026, 6:32 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f44afdc7b08190bdf47cfcb94c34c8 |
completed | May 1, 2026, 6:41 a.m. |
Created at: April 8, 2026, 9:45 p.m.