Triple
T14054910
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ayer Shirley Regional School District |
E338191
|
entity |
| Predicate | servesCommunity |
P82
|
FINISHED |
| Object | Shirley, Massachusetts |
—
|
NE NERFINISHED |
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: Shirley, Massachusetts | Statement: [Ayer Shirley Regional School District, servesCommunity, Shirley, Massachusetts]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shirley, Massachusetts Context triple: [Ayer Shirley Regional School District, servesCommunity, Shirley, Massachusetts]
-
A.
Shirley, Massachusetts
chosen
Shirley, Massachusetts is a small New England town in north-central Massachusetts known for its historic village center, rural character, and commuter access to the Boston area.
-
B.
Blackstone, Massachusetts
Blackstone, Massachusetts is a small New England town in Worcester County known for its historic mill villages along the Blackstone River and its location on the Rhode Island border.
-
C.
Brewster, Massachusetts
Brewster, Massachusetts is a historic seaside town on Cape Cod known for its bay beaches, conservation lands, and classic New England charm.
-
D.
Sharon, Massachusetts
Sharon, Massachusetts is a suburban town in southeastern Massachusetts known for its residential character, natural conservation areas, and location roughly midway between Boston and Providence.
-
E.
Carver, Massachusetts
Carver, Massachusetts is a small town in Plymouth County known for its cranberry bogs and rural character in southeastern Massachusetts.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69d81c67ba6c819091935650dfb3b895 |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de3c8d1aa48190a5055d15d9fa220c |
completed | April 14, 2026, 1:09 p.m. |
Created at: April 9, 2026, 10:20 p.m.