Triple

T8446194

Position	Surface form	Disambiguated ID	Type / Status
Subject	Fordham, New York, United States	`E199681`	entity
Predicate	fireService	`P3910`	FINISHED
Object	FDNY Engine 46/Ladder 27 (area coverage) FDNY Engine 46/Ladder 27 is a New York City Fire Department company responsible for providing fire protection and emergency response services to the Fordham neighborhood in the Bronx.	`E733854`	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 Engine 46/Ladder 27 (area coverage) | Statement: [Fordham, New York, United States, fireService, FDNY Engine 46/Ladder 27 (area coverage)]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: FDNY Engine 46/Ladder 27 (area coverage)
Context triple: [Fordham, New York, United States, fireService, FDNY Engine 46/Ladder 27 (area coverage)]

A. FDNY Engine 287/Ladder 136/Battalion 46
FDNY Engine 287/Ladder 136/Battalion 46 is a New York City Fire Department company based in Elmhurst, Queens, responsible for firefighting and emergency response in its surrounding community.
B. FDNY Engine 81 / Ladder 46
FDNY Engine 81 / Ladder 46 is a New York City Fire Department company that provides fire protection and emergency response services to the Marble Hill area of Manhattan.
C. FDNY Engine 289/Ladder 138
FDNY Engine 289/Ladder 138 is a New York City Fire Department company based in Elmhurst, Queens, responsible for firefighting and emergency response in its surrounding community.
D. FDNY Engine 329
FDNY Engine 329 is a New York City Fire Department engine company responsible for firefighting and emergency response coverage in the Broad Channel area of Queens.
E. FDNY Ladder 76
FDNY Ladder 76 is a New York City Fire Department ladder company that provides firefighting and rescue services to the Great Kills neighborhood on 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 Engine 46/Ladder 27 (area coverage)
Triple: [Fordham, New York, United States, fireService, FDNY Engine 46/Ladder 27 (area coverage)]

Generated description

FDNY Engine 46/Ladder 27 is a New York City Fire Department company responsible for providing fire protection and emergency response services to the Fordham neighborhood in the Bronx.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: FDNY Engine 46/Ladder 27 (area coverage)
Target entity description: FDNY Engine 46/Ladder 27 is a New York City Fire Department company responsible for providing fire protection and emergency response services to the Fordham neighborhood in the Bronx.

A. FDNY Engine 287/Ladder 136/Battalion 46
FDNY Engine 287/Ladder 136/Battalion 46 is a New York City Fire Department company based in Elmhurst, Queens, responsible for firefighting and emergency response in its surrounding community.
B. FDNY Engine 81 / Ladder 46
FDNY Engine 81 / Ladder 46 is a New York City Fire Department company that provides fire protection and emergency response services to the Marble Hill area of Manhattan.
C. FDNY Engine 289/Ladder 138
FDNY Engine 289/Ladder 138 is a New York City Fire Department company based in Elmhurst, Queens, responsible for firefighting and emergency response in its surrounding community.
D. FDNY Engine 329
FDNY Engine 329 is a New York City Fire Department engine company responsible for firefighting and emergency response coverage in the Broad Channel area of Queens.
E. FDNY Ladder 76
FDNY Ladder 76 is a New York City Fire Department ladder company that provides firefighting and rescue services to the Great Kills neighborhood on Staten Island.
F. None of above. chosen

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_69ca83170f9081909cd98f55614c6476`	completed	March 30, 2026, 2:05 p.m.
NER	Named-entity recognition	`batch_69cbe3152a3c819092efdeab718def7a`	completed	March 31, 2026, 3:07 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69ce1db6330c81909c853c453fddf3c5`	completed	April 2, 2026, 7:41 a.m.
NEDg	Description generation	`batch_69ce1ea3aaf881909562b65cefb20089`	completed	April 2, 2026, 7:45 a.m.
NED2	Entity disambiguation (via description)	`batch_69ce1f8d748c81909b331ed822919447`	completed	April 2, 2026, 7:49 a.m.

Created at: March 30, 2026, 6:09 p.m.