Triple

T13687411

Position	Surface form	Disambiguated ID	Type / Status
Subject	Town of Barnstable government	`E328166`	entity
Predicate	subdivision	`P747`	FINISHED
Object	Barnstable Recreation Division Barnstable Recreation Division is the municipal department responsible for organizing and managing recreational programs, facilities, and community activities for residents of the Town of Barnstable, Massachusetts.	`E1057978`	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: Barnstable Recreation Division | Statement: [Town of Barnstable government, subdivision, Barnstable Recreation Division]

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

Target entity: Barnstable Recreation Division
Context triple: [Town of Barnstable government, subdivision, Barnstable Recreation Division]

A. Barnstable Department of Public Works
The Barnstable Department of Public Works is the municipal agency responsible for maintaining and managing the Town of Barnstable’s infrastructure, including roads, public facilities, and related services.
B. Barnstable Health Division
Barnstable Health Division is the municipal public health agency responsible for protecting and promoting community health and enforcing health regulations within the Town of Barnstable, Massachusetts.
C. Barnstable Town Council
Barnstable Town Council is the legislative and policy-making body for the Town of Barnstable, which includes the village of Hyannis in Massachusetts.
D. Barnstable Marine and Environmental Affairs Division
The Barnstable Marine and Environmental Affairs Division is a municipal department responsible for managing the town’s coastal resources, waterways, and environmental protection programs.
E. Barnstable Historical Society
The Barnstable Historical Society is a local organization dedicated to preserving and interpreting the history and heritage of Barnstable, Massachusetts through collections, exhibits, and educational programs.
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: Barnstable Recreation Division
Triple: [Town of Barnstable government, subdivision, Barnstable Recreation Division]

Generated description

Barnstable Recreation Division is the municipal department responsible for organizing and managing recreational programs, facilities, and community activities for residents of the Town of Barnstable, Massachusetts.

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

Target entity: Barnstable Recreation Division
Target entity description: Barnstable Recreation Division is the municipal department responsible for organizing and managing recreational programs, facilities, and community activities for residents of the Town of Barnstable, Massachusetts.

A. Barnstable Department of Public Works
The Barnstable Department of Public Works is the municipal agency responsible for maintaining and managing the Town of Barnstable’s infrastructure, including roads, public facilities, and related services.
B. Barnstable Health Division
Barnstable Health Division is the municipal public health agency responsible for protecting and promoting community health and enforcing health regulations within the Town of Barnstable, Massachusetts.
C. Barnstable Town Council
Barnstable Town Council is the legislative and policy-making body for the Town of Barnstable, which includes the village of Hyannis in Massachusetts.
D. Barnstable Marine and Environmental Affairs Division
The Barnstable Marine and Environmental Affairs Division is a municipal department responsible for managing the town’s coastal resources, waterways, and environmental protection programs.
E. Barnstable Historical Society
The Barnstable Historical Society is a local organization dedicated to preserving and interpreting the history and heritage of Barnstable, Massachusetts through collections, exhibits, and educational programs.
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_69d8076ff62081908a7bd79889edd7a0`	completed	April 9, 2026, 8:09 p.m.
NER	Named-entity recognition	`batch_69dbc670968881908e2b4fdf656c7285`	completed	April 12, 2026, 4:21 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69f79d4c52fc8190a93d05c24a8d1513`	completed	May 3, 2026, 7:09 p.m.
NEDg	Description generation	`batch_69f7a15f3c908190be380355972def6e`	completed	May 3, 2026, 7:26 p.m.
NED2	Entity disambiguation (via description)	`batch_69f7a2234390819093814fd435f9c42c`	completed	May 3, 2026, 7:29 p.m.

Created at: April 9, 2026, 9:53 p.m.