Triple

T4465079

Position	Surface form	Disambiguated ID	Type / Status
Subject	Mike Spano	`E98356`	entity
Predicate	positionHeld	`P8`	FINISHED
Object	New York State Assemblyman for the 93rd District The New York State Assemblyman for the 93rd District is the elected representative serving that legislative district in the New York State Assembly, responsible for proposing and voting on state laws and addressing the concerns of local constituents.	`E441479`	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: New York State Assemblyman for the 93rd District | Statement: [Mike Spano, positionHeld, New York State Assemblyman for the 93rd District]

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

Target entity: New York State Assemblyman for the 93rd District
Context triple: [Mike Spano, positionHeld, New York State Assemblyman for the 93rd District]

A. New York State Assembly minority leader
The New York State Assembly minority leader is the head of the minority party in the New York State Assembly, responsible for leading its legislative agenda and strategy.
B. Speaker of the New York State Assembly
The Speaker of the New York State Assembly is the powerful presiding officer and political leader of the Assembly, responsible for guiding legislation, managing the chamber’s agenda, and shaping state policy priorities.
C. New York State Assembly District 23
New York State Assembly District 23 is a legislative district in the New York State Assembly that covers parts of Queens, including neighborhoods such as Howard Beach.
D. New York State Assembly District 59
New York State Assembly District 59 is a legislative district in the New York State Assembly that covers parts of southeastern Brooklyn, including neighborhoods such as Mill Basin.
E. New York State Assembly majority leader
The New York State Assembly majority leader is the chief legislative strategist and floor leader for the majority party in the New York State Assembly, responsible for managing the legislative agenda and coordinating party members.
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: New York State Assemblyman for the 93rd District
Triple: [Mike Spano, positionHeld, New York State Assemblyman for the 93rd District]

Generated description

The New York State Assemblyman for the 93rd District is the elected representative serving that legislative district in the New York State Assembly, responsible for proposing and voting on state laws and addressing the concerns of local constituents.

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

Target entity: New York State Assemblyman for the 93rd District
Target entity description: The New York State Assemblyman for the 93rd District is the elected representative serving that legislative district in the New York State Assembly, responsible for proposing and voting on state laws and addressing the concerns of local constituents.

A. New York State Assembly minority leader
The New York State Assembly minority leader is the head of the minority party in the New York State Assembly, responsible for leading its legislative agenda and strategy.
B. Speaker of the New York State Assembly
The Speaker of the New York State Assembly is the powerful presiding officer and political leader of the Assembly, responsible for guiding legislation, managing the chamber’s agenda, and shaping state policy priorities.
C. New York State Assembly District 23
New York State Assembly District 23 is a legislative district in the New York State Assembly that covers parts of Queens, including neighborhoods such as Howard Beach.
D. New York State Assembly District 59
New York State Assembly District 59 is a legislative district in the New York State Assembly that covers parts of southeastern Brooklyn, including neighborhoods such as Mill Basin.
E. New York State Assembly majority leader
The New York State Assembly majority leader is the chief legislative strategist and floor leader for the majority party in the New York State Assembly, responsible for managing the legislative agenda and coordinating party members.
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_69b3454a7c608190944f5455c8031d73`	completed	March 12, 2026, 10:59 p.m.
NER	Named-entity recognition	`batch_69b35697937c8190b91f72d9e4f945f6`	completed	March 13, 2026, 12:13 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69b6285164b081908f144e74ae3a1be8`	completed	March 15, 2026, 3:32 a.m.
NEDg	Description generation	`batch_69b62954b77c8190968f844514656415`	completed	March 15, 2026, 3:36 a.m.
NED2	Entity disambiguation (via description)	`batch_69b62a0cd92c8190a9eee2a9d73fb679`	completed	March 15, 2026, 3:39 a.m.

Created at: March 12, 2026, 11:34 p.m.