Triple
T6560397
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Devens, Massachusetts |
E152567
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object | town of Ayer, Massachusetts |
E67485
|
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: town of Ayer, Massachusetts | Statement: [Devens, Massachusetts, partOf, town of Ayer, Massachusetts]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: town of Ayer, Massachusetts Context triple: [Devens, Massachusetts, partOf, town of Ayer, Massachusetts]
-
A.
town of Ayer, Massachusetts
chosen
The town of Ayer, Massachusetts is a small New England community in Middlesex County known historically as a railroad junction and for its proximity to the former U.S. Army base Fort Devens.
-
B.
West Yarmouth, Massachusetts
West Yarmouth, Massachusetts is a coastal village on Cape Cod known for its beaches, resorts, and tourist-oriented attractions along Nantucket Sound.
-
C.
Town of Winthrop, Massachusetts
The Town of Winthrop, Massachusetts is a small coastal community located just northeast of Boston, known for its residential neighborhoods, beaches, and views of Boston Harbor.
-
D.
Webster, Massachusetts
Webster, Massachusetts is a small town in southern Worcester County known for its historic mill industry and the nearby Lake Chargoggagoggmanchauggagoggchaubunagungamaugg.
-
E.
Medway, Massachusetts
Medway, Massachusetts is a small suburban town in eastern Massachusetts known for its residential character, good schools, and proximity to 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_69c688058d6881908c19b309cc55dbfa |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6ae22442081909bd6e2ba0091c56b |
completed | March 27, 2026, 4:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c6cb90ffd48190996a64d79f516e2c |
completed | March 27, 2026, 6:25 p.m. |
Created at: March 27, 2026, 1:52 p.m.