Triple
T20911009
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Penn Hills Volunteer Fire Departments |
E514942
|
entity |
| Predicate | collaboratesWith |
P37
|
FINISHED |
| Object | Penn Hills municipal government |
—
|
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: Penn Hills municipal government | Statement: [Penn Hills Volunteer Fire Departments, collaboratesWith, Penn Hills municipal government]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Penn Hills municipal government Context triple: [Penn Hills Volunteer Fire Departments, collaboratesWith, Penn Hills municipal government]
-
A.
Penn Hills Police Department
The Penn Hills Police Department is the municipal law enforcement agency responsible for public safety and crime prevention in the community of Penn Hills, Pennsylvania.
-
B.
Penn Hills Parks and Recreation
Penn Hills Parks and Recreation is the municipal department responsible for managing public parks, recreational facilities, and community programs in Penn Hills, Pennsylvania.
-
C.
Penn Hills School District
Penn Hills School District is a public school system serving students in the suburban community of Penn Hills, near Pittsburgh, Pennsylvania.
-
D.
Municipality of Mt. Lebanon
The Municipality of Mt. Lebanon is a suburban local government in Allegheny County, Pennsylvania, responsible for providing public services, facilities, and governance to the Mt. Lebanon community.
-
E.
Penn Township
Penn Township is a municipal township located in Westmoreland County, Pennsylvania, known as a suburban community within the Pittsburgh metropolitan area.
- 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: Penn Hills municipal government Target entity description: Penn Hills municipal government is the local governing body responsible for providing public services, administration, and policy oversight for the community of Penn Hills, Pennsylvania.
-
A.
Penn Hills Police Department
The Penn Hills Police Department is the municipal law enforcement agency responsible for public safety and crime prevention in the community of Penn Hills, Pennsylvania.
-
B.
Penn Hills Parks and Recreation
Penn Hills Parks and Recreation is the municipal department responsible for managing public parks, recreational facilities, and community programs in Penn Hills, Pennsylvania.
-
C.
Penn Hills School District
Penn Hills School District is a public school system serving students in the suburban community of Penn Hills, near Pittsburgh, Pennsylvania.
-
D.
Municipality of Mt. Lebanon
The Municipality of Mt. Lebanon is a suburban local government in Allegheny County, Pennsylvania, responsible for providing public services, facilities, and governance to the Mt. Lebanon community.
-
E.
Penn Township
Penn Township is a municipal township located in Westmoreland County, Pennsylvania, known as a suburban community within the Pittsburgh metropolitan area.
- 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_69e0b4f9d5ec8190bb2bd27350ed341c |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e6ec5e3f988190932956119197e3b1 |
completed | April 21, 2026, 3:17 a.m. |
Created at: April 16, 2026, 12:48 p.m.