Triple
T23090722
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Troy Fire Department |
E575739
|
entity |
| Predicate | collaboratesWith |
P37
|
FINISHED |
| Object | Oakland County emergency management agencies |
—
|
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: Oakland County emergency management agencies | Statement: [Troy Fire Department, collaboratesWith, Oakland County emergency management agencies]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Oakland County emergency management agencies Context triple: [Troy Fire Department, collaboratesWith, Oakland County emergency management agencies]
-
A.
Oakland County government
chosen
Oakland County government is the administrative authority responsible for overseeing county-wide services, policies, and judicial functions in Oakland County, Michigan.
-
B.
Oakland County Parks and Recreation Commission
The Oakland County Parks and Recreation Commission is the county-level agency responsible for operating and maintaining Oakland County, Michigan’s public parks, recreation facilities, and outdoor programs.
-
C.
St. Clair County Homeland Security and Emergency Management
St. Clair County Homeland Security and Emergency Management is the county-level agency responsible for coordinating disaster preparedness, response, recovery, and homeland security efforts in St. Clair County, Michigan.
-
D.
Shelby County Emergency Management Agency
The Shelby County Emergency Management Agency is the county-level organization responsible for coordinating preparedness, response, and recovery efforts for disasters and emergencies within Shelby County.
-
E.
Cook County emergency management agencies
Cook County emergency management agencies are regional public safety organizations that coordinate disaster preparedness, response, and recovery efforts across Cook County, Illinois.
- 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_69e245bf3e3c819086d3448720efc01b |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f18da99bec81908ecadf8dab10d1b7 |
completed | April 29, 2026, 4:48 a.m. |
Created at: April 17, 2026, 3:57 p.m.