Triple

T18182725

Position	Surface form	Disambiguated ID	Type / Status
Subject	Dutchess County Department of Public Works	`E435330`	entity
Predicate	hasPart	`P35`	FINISHED
Object	buildings and grounds division (Dutchess County Department of Public Works) The buildings and grounds division of the Dutchess County Department of Public Works is the unit responsible for maintaining, repairing, and managing county-owned facilities and surrounding properties.	`E435330`	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: buildings and grounds division (Dutchess County Department of Public Works) | Statement: [Dutchess County Department of Public Works, hasPart, buildings and grounds division (Dutchess County Department of Public Works)]

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

Target entity: buildings and grounds division (Dutchess County Department of Public Works)
Context triple: [Dutchess County Department of Public Works, hasPart, buildings and grounds division (Dutchess County Department of Public Works)]

A. Dutchess County Department of Public Works
The Dutchess County Department of Public Works is the county government agency responsible for planning, building, and maintaining public infrastructure and services, including transportation systems, in Dutchess County, New York.
B. Westchester County Department of Public Works
The Westchester County Department of Public Works is the county-level agency responsible for the construction, maintenance, and operation of Westchester County’s public infrastructure, including roads, bridges, and related facilities.
C. Croton-on-Hudson Department of Public Works
The Croton-on-Hudson Department of Public Works is the municipal agency responsible for maintaining the village’s infrastructure, public spaces, and essential services.
D. Albany County Department of Public Works
The Albany County Department of Public Works is the county agency responsible for maintaining and improving Albany County’s public infrastructure, including roads, bridges, and related facilities.
E. Greenburgh Town Hall
Greenburgh Town Hall is the central municipal building housing the local government offices and public services for the Town of Greenburgh, New York.
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: buildings and grounds division (Dutchess County Department of Public Works)
Triple: [Dutchess County Department of Public Works, hasPart, buildings and grounds division (Dutchess County Department of Public Works)]

Generated description

The buildings and grounds division of the Dutchess County Department of Public Works is the unit responsible for maintaining, repairing, and managing county-owned facilities and surrounding properties.

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

Target entity: buildings and grounds division (Dutchess County Department of Public Works)
Target entity description: The buildings and grounds division of the Dutchess County Department of Public Works is the unit responsible for maintaining, repairing, and managing county-owned facilities and surrounding properties.

A. Dutchess County Department of Public Works chosen
The Dutchess County Department of Public Works is the county government agency responsible for planning, building, and maintaining public infrastructure and services, including transportation systems, in Dutchess County, New York.
B. Westchester County Department of Public Works
The Westchester County Department of Public Works is the county-level agency responsible for the construction, maintenance, and operation of Westchester County’s public infrastructure, including roads, bridges, and related facilities.
C. Croton-on-Hudson Department of Public Works
The Croton-on-Hudson Department of Public Works is the municipal agency responsible for maintaining the village’s infrastructure, public spaces, and essential services.
D. Albany County Department of Public Works
The Albany County Department of Public Works is the county agency responsible for maintaining and improving Albany County’s public infrastructure, including roads, bridges, and related facilities.
E. Greenburgh Town Hall
Greenburgh Town Hall is the central municipal building housing the local government offices and public services for the Town of Greenburgh, New York.
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_69d8b90c7ec081909b4694ccecb449c6`	completed	April 10, 2026, 8:47 a.m.
NER	Named-entity recognition	`batch_69e4dffc432c8190af53da5256dc476c`	completed	April 19, 2026, 2 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a03980112908190bbc5371ce2b8a028`	completed	May 12, 2026, 9:13 p.m.
NEDg	Description generation	`batch_6a0398dd1d50819087d16ad6f09ef063`	completed	May 12, 2026, 9:17 p.m.
NED2	Entity disambiguation (via description)	`batch_6a03998369648190ae2e84ba56827473`	completed	May 12, 2026, 9:20 p.m.

Created at: April 10, 2026, 10:31 a.m.