Triple
T9903629
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gill, Massachusetts |
E182347
|
entity |
| Predicate | partOfSchoolDistrict |
P226
|
FINISHED |
| Object |
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.
|
E828069
|
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: Pioneer Valley Regional School District | Statement: [Gill, Massachusetts, partOfSchoolDistrict, Pioneer Valley Regional School District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pioneer Valley Regional School District Context triple: [Gill, Massachusetts, partOfSchoolDistrict, Pioneer Valley Regional School District]
-
A.
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.
-
B.
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.
-
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.
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.
-
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: Pioneer Valley Regional School District Triple: [Gill, Massachusetts, partOfSchoolDistrict, Pioneer Valley Regional School District]
Generated description
Pioneer Valley Regional School District is a public school district in northwestern Massachusetts that serves students from several small rural communities, including Gill.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Pioneer Valley Regional School District Target entity description: Pioneer Valley Regional School District is a public school district in northwestern Massachusetts that serves students from several small rural communities, including Gill.
-
A.
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.
-
B.
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.
-
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.
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.
-
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_69ca82876f8081909cf75df0f99bb13f |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cdb4e4f92c81908e38509416f19c78 |
completed | April 2, 2026, 12:14 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1eb2778bc81909d7e09da718d9afa |
completed | April 5, 2026, 4:55 a.m. |
| NEDg | Description generation | batch_69d1ed4003fc8190ba7f96913abc55e0 |
completed | April 5, 2026, 5:04 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1ed99963881908dd14786a2e2e87f |
completed | April 5, 2026, 5:05 a.m. |
Created at: March 30, 2026, 8:40 p.m.