Triple

T4772517

Position	Surface form	Disambiguated ID	Type / Status
Subject	Town of Plymouth government	`E105965`	entity
Predicate	appoints	`P257`	FINISHED
Object	Town Manager of Plymouth The Town Manager of Plymouth is the chief administrative official responsible for overseeing daily municipal operations, implementing policies set by local elected officials, and managing town departments and services.	`E469111`	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: Town Manager of Plymouth | Statement: [Town of Plymouth government, appoints, Town Manager of Plymouth]

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

Target entity: Town Manager of Plymouth
Context triple: [Town of Plymouth government, appoints, Town Manager of Plymouth]

A. Mayor of Cambridge
The Mayor of Cambridge is the ceremonial head of the city, representing Cambridge at official events and performing civic and community leadership duties.
B. City Manager of Cambridge
The City Manager of Cambridge is the appointed chief executive responsible for overseeing the city’s administration, implementing policies set by the city council, and managing municipal services and operations.
C. Mayor of Halifax
The Mayor of Halifax is the elected head of the municipal government for the Halifax Regional Municipality in Nova Scotia, Canada, responsible for providing leadership to the city council and representing the community.
D. Mayor of Newton
The Mayor of Newton is the elected chief executive of the city of Newton, Massachusetts, responsible for overseeing municipal government operations and implementing local policies.
E. Mayor of Somerville, Massachusetts
The Mayor of Somerville, Massachusetts is the chief executive of the city’s government, responsible for overseeing municipal operations, implementing local policies, and representing the community’s interests.
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: Town Manager of Plymouth
Triple: [Town of Plymouth government, appoints, Town Manager of Plymouth]

Generated description

The Town Manager of Plymouth is the chief administrative official responsible for overseeing daily municipal operations, implementing policies set by local elected officials, and managing town departments and services.

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

Target entity: Town Manager of Plymouth
Target entity description: The Town Manager of Plymouth is the chief administrative official responsible for overseeing daily municipal operations, implementing policies set by local elected officials, and managing town departments and services.

A. Mayor of Cambridge
The Mayor of Cambridge is the ceremonial head of the city, representing Cambridge at official events and performing civic and community leadership duties.
B. City Manager of Cambridge
The City Manager of Cambridge is the appointed chief executive responsible for overseeing the city’s administration, implementing policies set by the city council, and managing municipal services and operations.
C. Mayor of Halifax
The Mayor of Halifax is the elected head of the municipal government for the Halifax Regional Municipality in Nova Scotia, Canada, responsible for providing leadership to the city council and representing the community.
D. Mayor of Newton
The Mayor of Newton is the elected chief executive of the city of Newton, Massachusetts, responsible for overseeing municipal government operations and implementing local policies.
E. Mayor of Somerville, Massachusetts
The Mayor of Somerville, Massachusetts is the chief executive of the city’s government, responsible for overseeing municipal operations, implementing local policies, and representing the community’s interests.
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_69bd43f226fc8190b867cc249c2a9042`	completed	March 20, 2026, 12:56 p.m.
NER	Named-entity recognition	`batch_69bd655f98b0819088c05c5502ecf2cd`	completed	March 20, 2026, 3:18 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69be43be262c8190b9b9e2e6c2623ff7`	completed	March 21, 2026, 7:07 a.m.
NEDg	Description generation	`batch_69be455ccc088190be853426f582e9af`	completed	March 21, 2026, 7:14 a.m.
NED2	Entity disambiguation (via description)	`batch_69be46936b508190a2b0f24b52eef11e`	completed	March 21, 2026, 7:19 a.m.

Created at: March 20, 2026, 1:21 p.m.