Triple
T11551196
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Manchester Essex Regional Middle School |
E273894
|
entity |
| Predicate | servesCommunity |
P82
|
FINISHED |
| Object | Essex, Massachusetts |
E191294
|
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: Essex, Massachusetts | Statement: [Manchester Essex Regional Middle School, servesCommunity, Essex, Massachusetts]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Essex, Massachusetts Context triple: [Manchester Essex Regional Middle School, servesCommunity, Essex, Massachusetts]
-
A.
Essex, Massachusetts
chosen
Essex, Massachusetts is a small coastal town in northeastern Massachusetts known for its historic shipbuilding industry, salt marsh landscapes, and famous fried clam shacks.
-
B.
Essex County, Massachusetts
Essex County, Massachusetts is a historic coastal county in northeastern Massachusetts that includes cities like Salem and Lawrence and is known for its maritime heritage and early colonial settlements.
-
C.
Hampden, Massachusetts
Hampden, Massachusetts is a small, rural New England town in Hampden County known for its scenic landscapes and residential character.
-
D.
Cheshire, Massachusetts
Cheshire, Massachusetts is a small rural town in Berkshire County known for its scenic New England landscape and proximity to outdoor recreation in the Berkshires.
-
E.
Tewksbury, Massachusetts
Tewksbury, Massachusetts is a suburban New England town known for its residential communities, historic character, and location between Lowell and Boston.
- 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_69d6aae4dfa48190a3ab0b19a159a3c5 |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d88a83f1e88190aabf11a4c8a6c9e5 |
completed | April 10, 2026, 5:28 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f43f3a76288190a83097ef3da8a28f |
completed | May 1, 2026, 5:50 a.m. |
Created at: April 8, 2026, 9:37 p.m.