Triple
T15855472
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cummington, Massachusetts |
E384441
|
entity |
| Predicate | schoolDistrict |
P226
|
FINISHED |
| Object | Central Berkshire Regional School District |
E521398
|
NE FINISHED |
How this triple was built (2 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: Central Berkshire Regional School District | Statement: [Cummington, Massachusetts, schoolDistrict, Central Berkshire Regional School District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Central Berkshire Regional School District Context triple: [Cummington, Massachusetts, schoolDistrict, Central Berkshire Regional School District]
-
A.
Central Berkshire Regional School District
chosen
Central Berkshire Regional School District is a public school district serving multiple communities in the central Berkshire County area of western Massachusetts.
-
B.
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.
-
C.
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.
-
D.
Wachusett Regional School District
Wachusett Regional School District is a public school system in central Massachusetts that serves multiple towns, including Holden, through a network of elementary, middle, and high schools.
-
E.
Pioneer Valley Regional School District
Pioneer Valley Regional School District is a public school district in northwestern Massachusetts that serves students from several small rural communities, including Gill.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d86da422088190aac39e32e6c68429 |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e14caf6ae481909ae1385cb4548612 |
completed | April 16, 2026, 8:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffa14977408190815ef02cc54075cc |
completed | May 9, 2026, 9:04 p.m. |
Created at: April 10, 2026, 4:50 a.m.