Triple
T13687399
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Town of Barnstable government |
E328166
|
entity |
| Predicate | municipalityServed |
P3936
|
FINISHED |
| Object | Marstons Mills, Massachusetts |
E65046
|
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: Marstons Mills, Massachusetts | Statement: [Town of Barnstable government, municipalityServed, Marstons Mills, Massachusetts]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marstons Mills, Massachusetts Context triple: [Town of Barnstable government, municipalityServed, Marstons Mills, Massachusetts]
-
A.
Marstons Mills
chosen
Marstons Mills is a residential village in the town of Barnstable on Cape Cod, Massachusetts, known for its ponds, cranberry bogs, and semi-rural character.
-
B.
Middleborough, Massachusetts
Middleborough, Massachusetts is a town in Plymouth County known for its cranberry farming heritage and location as a transportation hub in southeastern Massachusetts.
-
C.
Rehoboth, Massachusetts
Rehoboth, Massachusetts is a historic rural town in southeastern Massachusetts known as one of the oldest communities in the state and an early colonial settlement of the Plymouth Colony.
-
D.
Marblehead, Massachusetts
Marblehead, Massachusetts is a historic coastal town north of Boston known for its colonial architecture, maritime heritage, and prominent role in early American yachting and the Revolutionary War.
-
E.
Norfolk, Massachusetts
Norfolk, Massachusetts is a small suburban town in eastern Massachusetts known for its residential character, commuter access to Boston, and local conservation areas.
- 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_69d8076ff62081908a7bd79889edd7a0 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69dbc670968881908e2b4fdf656c7285 |
completed | April 12, 2026, 4:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a001f79c6ac81909935dace3dcc8bea |
completed | May 10, 2026, 6:02 a.m. |
Created at: April 9, 2026, 9:53 p.m.