Triple
T7845421
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Athol, Massachusetts |
E181910
|
entity |
| Predicate | schoolDistrict |
P226
|
FINISHED |
| Object |
Athol-Royalston Regional School District
Athol-Royalston Regional School District is a public school district serving students in the towns of Athol and Royalston in north-central Massachusetts.
|
E698548
|
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: Athol-Royalston Regional School District | Statement: [Athol, Massachusetts, schoolDistrict, Athol-Royalston Regional School District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Athol-Royalston Regional School District Context triple: [Athol, Massachusetts, schoolDistrict, Athol-Royalston Regional School District]
-
A.
Berkshire Hills Regional School District
Berkshire Hills Regional School District is a public school district in western Massachusetts that serves several communities in the Berkshire County area.
-
B.
Hoosac Valley Regional School District
Hoosac Valley Regional School District is a public school district serving students in Cheshire and surrounding communities in northwestern Massachusetts.
-
C.
Farmington River Regional School District
Farmington River Regional School District is a small public school district in western Massachusetts that serves students from the rural towns of Otis and Sandisfield.
-
D.
Amherst-Pelham Regional School District
Amherst-Pelham Regional School District is a public school district in western Massachusetts that serves students from the towns of Amherst, Pelham, Leverett, and Shutesbury across multiple grade levels.
-
E.
Central Berkshire Regional School District
Central Berkshire Regional School District is a public school district serving multiple communities in the central Berkshire County area of western Massachusetts.
- 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: Athol-Royalston Regional School District Triple: [Athol, Massachusetts, schoolDistrict, Athol-Royalston Regional School District]
Generated description
Athol-Royalston Regional School District is a public school district serving students in the towns of Athol and Royalston in north-central Massachusetts.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Athol-Royalston Regional School District Target entity description: Athol-Royalston Regional School District is a public school district serving students in the towns of Athol and Royalston in north-central Massachusetts.
-
A.
Berkshire Hills Regional School District
Berkshire Hills Regional School District is a public school district in western Massachusetts that serves several communities in the Berkshire County area.
-
B.
Hoosac Valley Regional School District
Hoosac Valley Regional School District is a public school district serving students in Cheshire and surrounding communities in northwestern Massachusetts.
-
C.
Farmington River Regional School District
Farmington River Regional School District is a small public school district in western Massachusetts that serves students from the rural towns of Otis and Sandisfield.
-
D.
Amherst-Pelham Regional School District
Amherst-Pelham Regional School District is a public school district in western Massachusetts that serves students from the towns of Amherst, Pelham, Leverett, and Shutesbury across multiple grade levels.
-
E.
Central Berkshire Regional School District
Central Berkshire Regional School District is a public school district serving multiple communities in the central Berkshire County area of western Massachusetts.
- 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_69ca8285d6488190a95d4c02d7354b53 |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cb163d92fc8190a4efcb08d6b3d404 |
completed | March 31, 2026, 12:33 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cb5af27c9c8190a3e6062d323acff1 |
completed | March 31, 2026, 5:26 a.m. |
| NEDg | Description generation | batch_69cb5def38e88190864d84abd7959aa3 |
completed | March 31, 2026, 5:38 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cb766e41fc8190a08f07d04774053a |
completed | March 31, 2026, 7:23 a.m. |
Created at: March 30, 2026, 4:49 p.m.