Triple
T6589607
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sheffield, Massachusetts |
E159314
|
entity |
| Predicate | schoolDistrict |
P226
|
FINISHED |
| Object |
Southern Berkshire Regional School District
Southern Berkshire Regional School District is a public school district serving students in Sheffield and surrounding communities in the southern Berkshire County region of Massachusetts.
|
E603401
|
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: Southern Berkshire Regional School District | Statement: [Sheffield, Massachusetts, schoolDistrict, Southern Berkshire Regional School District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Southern Berkshire Regional School District Context triple: [Sheffield, Massachusetts, schoolDistrict, Southern Berkshire Regional School District]
-
A.
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.
-
B.
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.
-
C.
Acton-Boxborough Regional School District
Acton-Boxborough Regional School District is a public school district serving the towns of Acton and Boxborough in Massachusetts, known for its strong academic performance and comprehensive K–12 education programs.
-
D.
North Middlesex Regional School District
North Middlesex Regional School District is a public school district in north-central Massachusetts that serves students from several neighboring towns, including Pepperell.
-
E.
Dover-Sherborn Regional School District
Dover-Sherborn Regional School District is a public school district in Massachusetts that serves the towns of Dover and Sherborn, providing K–12 education through a shared regional system.
- 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: Southern Berkshire Regional School District Triple: [Sheffield, Massachusetts, schoolDistrict, Southern Berkshire Regional School District]
Generated description
Southern Berkshire Regional School District is a public school district serving students in Sheffield and surrounding communities in the southern Berkshire County region of Massachusetts.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Southern Berkshire Regional School District Target entity description: Southern Berkshire Regional School District is a public school district serving students in Sheffield and surrounding communities in the southern Berkshire County region of Massachusetts.
-
A.
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.
-
B.
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.
-
C.
Acton-Boxborough Regional School District
Acton-Boxborough Regional School District is a public school district serving the towns of Acton and Boxborough in Massachusetts, known for its strong academic performance and comprehensive K–12 education programs.
-
D.
North Middlesex Regional School District
North Middlesex Regional School District is a public school district in north-central Massachusetts that serves students from several neighboring towns, including Pepperell.
-
E.
Dover-Sherborn Regional School District
Dover-Sherborn Regional School District is a public school district in Massachusetts that serves the towns of Dover and Sherborn, providing K–12 education through a shared regional system.
- 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_69c688366ce8819083f8883983c0df92 |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6aeb201e88190808cf5779349f96c |
completed | March 27, 2026, 4:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c6d57bde388190919ff6820e1b9610 |
completed | March 27, 2026, 7:07 p.m. |
| NEDg | Description generation | batch_69c6d6adc8c88190aa4ed066a2c99657 |
completed | March 27, 2026, 7:12 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c6d8486534819080b75cad9cc32276 |
completed | March 27, 2026, 7:19 p.m. |
Created at: March 27, 2026, 1:55 p.m.