Triple
T1574195
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | FDNY |
E33609
|
entity |
| Predicate | subOrganization |
P254
|
FINISHED |
| Object |
FDNY Bureau of Training
The FDNY Bureau of Training is the division of the New York City Fire Department responsible for educating, preparing, and continuously training firefighters and emergency personnel.
|
E33609
|
NE FINISHED |
How this triple was built (4 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: FDNY Bureau of Training | Statement: [FDNY, subOrganization, FDNY Bureau of Training]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: FDNY Bureau of Training Context triple: [FDNY, subOrganization, FDNY Bureau of Training]
-
A.
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.
-
B.
New York State Fire Academy
The New York State Fire Academy is the state’s primary training institution for firefighters and emergency responders, providing education, certification, and professional development in fire and life safety.
-
C.
NYPD Operations Bureau
The NYPD Operations Bureau is a major command within the New York City Police Department responsible for overseeing key investigative and operational units, including the Detective Bureau.
-
D.
Armonk Fire Department
The Armonk Fire Department is a local volunteer emergency response organization providing fire protection and rescue services to the Armonk community in New York.
-
E.
FDNY Engine 163
FDNY Engine 163 is a New York City Fire Department engine company serving the New Springville area of Staten Island.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: FDNY Bureau of Training Triple: [FDNY, subOrganization, FDNY Bureau of Training]
Generated description
The FDNY Bureau of Training is the division of the New York City Fire Department responsible for educating, preparing, and continuously training firefighters and emergency personnel.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: FDNY Bureau of Training Target entity description: The FDNY Bureau of Training is the division of the New York City Fire Department responsible for educating, preparing, and continuously training firefighters and emergency personnel.
-
A.
FDNY
chosen
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.
-
B.
New York State Fire Academy
The New York State Fire Academy is the state’s primary training institution for firefighters and emergency responders, providing education, certification, and professional development in fire and life safety.
-
C.
NYPD Operations Bureau
The NYPD Operations Bureau is a major command within the New York City Police Department responsible for overseeing key investigative and operational units, including the Detective Bureau.
-
D.
Armonk Fire Department
The Armonk Fire Department is a local volunteer emergency response organization providing fire protection and rescue services to the Armonk community in New York.
-
E.
FDNY Engine 163
FDNY Engine 163 is a New York City Fire Department engine company serving the New Springville area of Staten Island.
- F. None of above.
Provenance (5 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_69a885f27a4c8190a4622252cdf54c00 |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69a908bcd87881908b911314a30dd327 |
completed | March 5, 2026, 4:38 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad4028bc5881909dbe847229dd63bb |
completed | March 8, 2026, 9:23 a.m. |
| NEDg | Description generation | batch_69ad41930d208190b34531e3f35fa58b |
completed | March 8, 2026, 9:29 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad422752348190b42ebc3781a6e8a5 |
completed | March 8, 2026, 9:32 a.m. |
Created at: March 4, 2026, 7:27 p.m.