Triple
T14615466
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ayer Shirley Regional Middle School |
E343073
|
entity |
| Predicate | regionServed |
P82
|
FINISHED |
| Object | Shirley, Massachusetts area |
E99436
|
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: Shirley, Massachusetts area | Statement: [Ayer Shirley Regional Middle School, regionServed, Shirley, Massachusetts area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shirley, Massachusetts area Context triple: [Ayer Shirley Regional Middle School, regionServed, Shirley, Massachusetts area]
-
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.
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.
-
C.
Lynn, Massachusetts
Lynn, Massachusetts is a historic coastal city just north of Boston known for its industrial past, diverse population, and oceanfront parks.
-
D.
South Shore, Massachusetts
South Shore, Massachusetts is a coastal region south of Boston known for its historic seaside towns, beaches, and commuter communities.
-
E.
Avon, Massachusetts
Avon, Massachusetts is a small suburban town in eastern Massachusetts known for its residential character and location within the Greater Boston area.
- 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_69d822dec68081908c2553145c4051dc |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69deb45264988190a1df13e8b54a85bd |
completed | April 14, 2026, 9:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fda922f29c8190af98a8241d86f7cd |
completed | May 8, 2026, 9:13 a.m. |
Created at: April 10, 2026, 1:25 a.m.