Triple
T21650210
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | City of Akron government |
E534316
|
entity |
| Predicate | oversees |
P46
|
FINISHED |
| Object | Akron Public Service Department |
—
|
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: Akron Public Service Department | Statement: [City of Akron government, oversees, Akron Public Service Department]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Akron Public Service Department Context triple: [City of Akron government, oversees, Akron Public Service Department]
-
A.
Akron Police Department
The Akron Police Department is the primary law enforcement agency responsible for public safety and policing within the city of Akron, Ohio.
-
B.
Akron City Council
Akron City Council is the legislative body responsible for creating laws, setting policies, and overseeing municipal governance for the city of Akron, Ohio.
-
C.
Akron Planning Department
The Akron Planning Department is a municipal agency responsible for guiding land use, zoning, and long-term urban development within the City of Akron.
-
D.
Akron Water and Sewer utilities
Akron Water and Sewer utilities is the municipal department responsible for providing and managing water supply and wastewater services for residents and businesses in Akron, Ohio.
-
E.
Akron Fire Department
The Akron Fire Department is the municipal fire and emergency services agency responsible for fire protection, rescue operations, and related public safety services in Akron, Ohio.
- 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: Akron Public Service Department Target entity description: The Akron Public Service Department is a municipal agency responsible for delivering core city services and infrastructure maintenance for residents of Akron, Ohio.
-
A.
Akron Police Department
The Akron Police Department is the primary law enforcement agency responsible for public safety and policing within the city of Akron, Ohio.
-
B.
Akron City Council
Akron City Council is the legislative body responsible for creating laws, setting policies, and overseeing municipal governance for the city of Akron, Ohio.
-
C.
Akron Planning Department
The Akron Planning Department is a municipal agency responsible for guiding land use, zoning, and long-term urban development within the City of Akron.
-
D.
Akron Water and Sewer utilities
Akron Water and Sewer utilities is the municipal department responsible for providing and managing water supply and wastewater services for residents and businesses in Akron, Ohio.
-
E.
Akron Fire Department
The Akron Fire Department is the municipal fire and emergency services agency responsible for fire protection, rescue operations, and related public safety services in Akron, Ohio.
- 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_69e0c466aec88190ba39c7543dbc8ba2 |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69ef5913cd9c81908a6ce9bc741416bf |
completed | April 27, 2026, 12:39 p.m. |
Created at: April 16, 2026, 6:35 p.m.