Triple
T17824534
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Franklin, Massachusetts |
E445078
|
entity |
| Predicate | hasPublicService |
P6352
|
FINISHED |
| Object | Franklin Department of Public Works |
—
|
NE NERFINISHED |
How this triple was built (3 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: Franklin Department of Public Works | Statement: [Franklin, Massachusetts, hasPublicService, Franklin Department of Public Works]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Franklin Department of Public Works Context triple: [Franklin, Massachusetts, hasPublicService, Franklin Department of Public Works]
-
A.
Franklin Police Department
The Franklin Police Department is the municipal law enforcement agency responsible for maintaining public safety and enforcing laws in the city of Franklin, Wisconsin.
-
B.
Franklin County Government Center
Franklin County Government Center is the main complex of government buildings and offices serving Franklin County, Ohio, located in downtown Columbus.
-
C.
Franklin District Council
Franklin District Council was the former local government authority responsible for administering the Franklin district in New Zealand prior to its amalgamation into the Auckland Council.
-
D.
Franklin Fire Department
The Franklin Fire Department is the municipal fire and emergency medical services agency serving the city of Franklin, Wisconsin.
-
E.
Boston Public Works Department
The Boston Public Works Department is the municipal agency responsible for maintaining and improving the city’s streets, sidewalks, public infrastructure, and related services.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Franklin Department of Public Works Target entity description: The Franklin Department of Public Works is the municipal agency responsible for maintaining and managing Franklin, Massachusetts’s infrastructure and public services, including roads, water, sewer, and related facilities.
-
A.
Franklin Police Department
The Franklin Police Department is the municipal law enforcement agency responsible for maintaining public safety and enforcing laws in the city of Franklin, Wisconsin.
-
B.
Franklin County Government Center
Franklin County Government Center is the main complex of government buildings and offices serving Franklin County, Ohio, located in downtown Columbus.
-
C.
Franklin District Council
Franklin District Council was the former local government authority responsible for administering the Franklin district in New Zealand prior to its amalgamation into the Auckland Council.
-
D.
Franklin Fire Department
The Franklin Fire Department is the municipal fire and emergency medical services agency serving the city of Franklin, Wisconsin.
-
E.
Boston Public Works Department
The Boston Public Works Department is the municipal agency responsible for maintaining and improving the city’s streets, sidewalks, public infrastructure, and related services.
- F. None of above. chosen
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_69d8b9f0de78819099395b14db75a8a6 |
completed | April 10, 2026, 8:50 a.m. |
| NER | Named-entity recognition | batch_69e4891352ac8190ad3d669fea1c9fbb |
completed | April 19, 2026, 7:49 a.m. |
Created at: April 10, 2026, 10:15 a.m.