Triple

T14734746

Position	Surface form	Disambiguated ID	Type / Status
Subject	Livermore Falls	`E346173`	entity
Predicate	governingBody	`P46`	FINISHED
Object	municipal government of Livermore Falls The municipal government of Livermore Falls is the local administrative authority responsible for providing public services, enforcing ordinances, and managing community affairs within the town of Livermore Falls, Maine.	`E1117707`	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: municipal government of Livermore Falls | Statement: [Livermore Falls, governingBody, municipal government of Livermore Falls]

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

Target entity: municipal government of Livermore Falls
Context triple: [Livermore Falls, governingBody, municipal government of Livermore Falls]

A. Little Falls Township Council
Little Falls Township Council is the elected municipal governing body responsible for setting local policy, passing ordinances, and overseeing administration in Little Falls, New Jersey.
B. Central Falls City Council
The Central Falls City Council is the municipal legislative body responsible for creating local laws, setting policies, and overseeing city governance in Central Falls, Rhode Island.
C. City Council of Fallon
The City Council of Fallon is the municipal legislative body responsible for setting policies, passing ordinances, and overseeing local governance for the city of Fallon.
D. City Council of Chippewa Falls
The City Council of Chippewa Falls is the elected municipal legislative body responsible for setting local policies, passing ordinances, and overseeing city governance in Chippewa Falls, Wisconsin.
E. City of Niagara Falls municipal government
The City of Niagara Falls municipal government is the local authority responsible for administering public services, regulations, and development within the city of Niagara Falls, Ontario, Canada.
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: municipal government of Livermore Falls
Triple: [Livermore Falls, governingBody, municipal government of Livermore Falls]

Generated description

The municipal government of Livermore Falls is the local administrative authority responsible for providing public services, enforcing ordinances, and managing community affairs within the town of Livermore Falls, Maine.

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

Target entity: municipal government of Livermore Falls
Target entity description: The municipal government of Livermore Falls is the local administrative authority responsible for providing public services, enforcing ordinances, and managing community affairs within the town of Livermore Falls, Maine.

A. Little Falls Township Council
Little Falls Township Council is the elected municipal governing body responsible for setting local policy, passing ordinances, and overseeing administration in Little Falls, New Jersey.
B. Central Falls City Council
The Central Falls City Council is the municipal legislative body responsible for creating local laws, setting policies, and overseeing city governance in Central Falls, Rhode Island.
C. City Council of Fallon
The City Council of Fallon is the municipal legislative body responsible for setting policies, passing ordinances, and overseeing local governance for the city of Fallon.
D. City Council of Chippewa Falls
The City Council of Chippewa Falls is the elected municipal legislative body responsible for setting local policies, passing ordinances, and overseeing city governance in Chippewa Falls, Wisconsin.
E. City of Niagara Falls municipal government
The City of Niagara Falls municipal government is the local authority responsible for administering public services, regulations, and development within the city of Niagara Falls, Ontario, Canada.
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_69d822e6f1c88190bc494d491a907114`	completed	April 9, 2026, 10:06 p.m.
NER	Named-entity recognition	`batch_69dec73114cc819088e1101b689fc70b`	completed	April 14, 2026, 11:01 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69fdfb8e0d488190851d73b75ba4c0a6`	completed	May 8, 2026, 3:04 p.m.
NEDg	Description generation	`batch_69fe0091cea48190a473f8602b05fe7c`	completed	May 8, 2026, 3:26 p.m.
NED2	Entity disambiguation (via description)	`batch_69fe010ab2b88190a1099ebba77d4d8b`	completed	May 8, 2026, 3:28 p.m.

Created at: April 10, 2026, 1:29 a.m.