Triple
T14615465
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ayer Shirley Regional Middle School |
E343073
|
entity |
| Predicate | regionServed |
P82
|
FINISHED |
| Object | Ayer, Massachusetts area |
E33798
|
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: Ayer, Massachusetts area | Statement: [Ayer Shirley Regional Middle School, regionServed, Ayer, Massachusetts area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ayer, Massachusetts area Context triple: [Ayer Shirley Regional Middle School, regionServed, Ayer, Massachusetts area]
-
A.
Ayer, Massachusetts
chosen
Ayer, Massachusetts is a small New England town in north-central Massachusetts known for its historic railroad junction, former Fort Devens military base nearby, and role as a local commercial center.
-
B.
Hyannis, Massachusetts, United States
Hyannis, Massachusetts, United States, is a major village in the town of Barnstable on Cape Cod, known as a commercial and transportation hub and a longtime summer destination for the Kennedy family.
-
C.
Mattapoisett, Massachusetts
Mattapoisett, Massachusetts is a small coastal town in southeastern New England known for its maritime heritage, scenic harbor, and quiet residential character.
-
D.
Bourne, Massachusetts
Bourne, Massachusetts is a town on Cape Cod known as the gateway to the peninsula, home to the Cape Cod Canal and several of the bridges connecting the mainland to Cape Cod.
-
E.
Wayland, Massachusetts
Wayland, Massachusetts is a small, affluent suburban town in Middlesex County known for its rural character, conservation land, and highly rated public schools.
- 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.