Triple
T7585549
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Uniformed EMS Officers Union |
E179602
|
entity |
| Predicate | representsWorkersIn |
P33604
|
FINISHED |
| Object | New York City Fire Department Bureau of EMS |
E609399
|
NE FINISHED |
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: New York City Fire Department Bureau of EMS | Statement: [Uniformed EMS Officers Union, representsWorkersIn, New York City Fire Department Bureau of EMS]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: New York City Fire Department Bureau of EMS Context triple: [Uniformed EMS Officers Union, representsWorkersIn, New York City Fire Department Bureau of EMS]
-
A.
New York City Emergency Medical Services
chosen
New York City Emergency Medical Services is the citywide pre-hospital care and ambulance system that provides emergency medical response and transport across New York City.
-
B.
Boston Emergency Medical Services
Boston Emergency Medical Services is the municipal ambulance and pre-hospital emergency care provider for the city of Boston, responding to medical emergencies and coordinating closely with other public safety agencies.
-
C.
New York City Office of Emergency Management
The New York City Office of Emergency Management is the municipal agency responsible for coordinating the city’s planning, response, and recovery efforts for emergencies and disasters.
-
D.
FDNY
FDNY (Fire Department of the City of New York) is the municipal fire and emergency services department responsible for fire protection, rescue operations, and emergency medical response across New York City.
-
E.
Chicago Fire Department
The Chicago Fire Department is the municipal agency responsible for fire suppression, emergency medical services, and rescue operations throughout the city of Chicago.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69c69f335248819093c1006f30513708 |
completed | March 27, 2026, 3:16 p.m. |
| NER | Named-entity recognition | batch_69c701731a288190b53ffc546a2f47d7 |
completed | March 27, 2026, 10:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c861812e08819097fd14fe2b8fee13 |
completed | March 28, 2026, 11:17 p.m. |
Created at: March 27, 2026, 3:52 p.m.