Triple
T4426570
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | West Stockbridge, Massachusetts |
E95222
|
entity |
| Predicate | hasEducationalService |
P26530
|
FINISHED |
| Object |
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.
|
E438415
|
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: Berkshire Hills Regional School District | Statement: [West Stockbridge, Massachusetts, hasEducationalService, Berkshire Hills Regional School District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Berkshire Hills Regional School District Context triple: [West Stockbridge, Massachusetts, hasEducationalService, Berkshire Hills Regional School District]
-
A.
Manchester Essex Regional School District
Manchester Essex Regional School District is a public school district serving the coastal Massachusetts towns of Manchester-by-the-Sea and Essex.
-
B.
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.
-
C.
Salem School District
Salem School District is the public school system serving the educational needs of students in the town of Salem, New Hampshire.
-
D.
Monomoy Regional School District
Monomoy Regional School District is a public school district serving students in the Cape Cod communities of Harwich and Chatham in Massachusetts.
-
E.
Hillsborough Township School District
Hillsborough Township School District is a public school system serving students in pre-kindergarten through high school in Hillsborough Township, New Jersey.
- 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: Berkshire Hills Regional School District Triple: [West Stockbridge, Massachusetts, hasEducationalService, Berkshire Hills Regional School District]
Generated description
Berkshire Hills Regional School District is a public school district in western Massachusetts that serves several communities in the Berkshire County area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Berkshire Hills Regional School District Target entity description: Berkshire Hills Regional School District is a public school district in western Massachusetts that serves several communities in the Berkshire County area.
-
A.
Manchester Essex Regional School District
Manchester Essex Regional School District is a public school district serving the coastal Massachusetts towns of Manchester-by-the-Sea and Essex.
-
B.
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.
-
C.
Salem School District
Salem School District is the public school system serving the educational needs of students in the town of Salem, New Hampshire.
-
D.
Monomoy Regional School District
Monomoy Regional School District is a public school district serving students in the Cape Cod communities of Harwich and Chatham in Massachusetts.
-
E.
Hillsborough Township School District
Hillsborough Township School District is a public school system serving students in pre-kindergarten through high school in Hillsborough Township, New Jersey.
- 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_69b3453c2a0c8190926b574c90766db9 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b3554fb28081909018eaecc0c5c230 |
completed | March 13, 2026, 12:07 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5f633a69c8190b062c2a78b0f8319 |
completed | March 14, 2026, 11:58 p.m. |
| NEDg | Description generation | batch_69b5f6bcfa0481909d07ffb2a975a350 |
completed | March 15, 2026, 12:01 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5f733c660819081c68dc3ec342e12 |
completed | March 15, 2026, 12:02 a.m. |
Created at: March 12, 2026, 11:30 p.m.