Triple
T22699486
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Walkerton, Ontario |
E561275
|
entity |
| Predicate | amalgamatedInto |
P77
|
FINISHED |
| Object | Municipality of Brockton |
—
|
NE NERFINISHED |
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: Municipality of Brockton | Statement: [Walkerton, Ontario, amalgamatedInto, Municipality of Brockton]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Municipality of Brockton Context triple: [Walkerton, Ontario, amalgamatedInto, Municipality of Brockton]
-
A.
Municipality of Brockton
chosen
The Municipality of Brockton is a rural local government area in Bruce County, Ontario, Canada, known for encompassing the community of Walkerton and surrounding agricultural and small-town regions.
-
B.
Brockton, Massachusetts
Brockton, Massachusetts is a mid-sized city in Plymouth County known historically as a major shoe manufacturing center and sometimes called the "City of Champions" for its successful boxers and sports legacy.
-
C.
Town of Braintree
The Town of Braintree is a suburban community in Norfolk County, Massachusetts, known for its residential neighborhoods, public schools, and proximity to Boston.
-
D.
City of Malden
The City of Malden is an urban municipality in Middlesex County, Massachusetts, located just north of Boston and known for its diverse population and residential neighborhoods.
-
E.
Brockton Board of Health
The Brockton Board of Health is the municipal body responsible for protecting and promoting public health and enforcing health regulations within the city of Brockton, Massachusetts.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e2454e615481909c177440be559d2c |
completed | April 17, 2026, 2:35 p.m. |
| NER | Named-entity recognition | batch_69f178c944748190a0712983f7059114 |
completed | April 29, 2026, 3:19 a.m. |
Created at: April 17, 2026, 3:15 p.m.