Triple

T18702097

Position	Surface form	Disambiguated ID	Type / Status
Subject	Maine law enforcement agencies	`E457276`	entity
Predicate	hasPart	`P35`	FINISHED
Object	Maine transit and transportation police units Maine transit and transportation police units are specialized law enforcement divisions responsible for policing the state’s public transit systems, transportation infrastructure, and related facilities.	`E457276`	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: Maine transit and transportation police units | Statement: [Maine law enforcement agencies, hasPart, Maine transit and transportation police units]

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

Target entity: Maine transit and transportation police units
Context triple: [Maine law enforcement agencies, hasPart, Maine transit and transportation police units]

A. Maine law enforcement agencies
Maine law enforcement agencies are the state, county, and local police and public safety organizations responsible for enforcing laws, maintaining order, and supporting the justice system throughout the state of Maine.
B. Maine Department of Public Safety
The Maine Department of Public Safety is the state-level agency responsible for coordinating law enforcement, emergency response, and public safety services across Maine.
C. Maine State Police
The Maine State Police is the statewide law enforcement agency responsible for patrolling highways, investigating crimes, and providing public safety services throughout the state of Maine.
D. Maine Bureau of Highway Safety
The Maine Bureau of Highway Safety is a state agency responsible for promoting traffic safety, reducing motor vehicle crashes, and coordinating highway safety programs across Maine.
E. Maine Bureau of Motor Vehicles
The Maine Bureau of Motor Vehicles is the state agency responsible for driver licensing, vehicle registration, and related motor vehicle services in Maine.
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: Maine transit and transportation police units
Triple: [Maine law enforcement agencies, hasPart, Maine transit and transportation police units]

Generated description

Maine transit and transportation police units are specialized law enforcement divisions responsible for policing the state’s public transit systems, transportation infrastructure, and related facilities.

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

Target entity: Maine transit and transportation police units
Target entity description: Maine transit and transportation police units are specialized law enforcement divisions responsible for policing the state’s public transit systems, transportation infrastructure, and related facilities.

A. Maine law enforcement agencies chosen
Maine law enforcement agencies are the state, county, and local police and public safety organizations responsible for enforcing laws, maintaining order, and supporting the justice system throughout the state of Maine.
B. Maine Department of Public Safety
The Maine Department of Public Safety is the state-level agency responsible for coordinating law enforcement, emergency response, and public safety services across Maine.
C. Maine State Police
The Maine State Police is the statewide law enforcement agency responsible for patrolling highways, investigating crimes, and providing public safety services throughout the state of Maine.
D. Maine Bureau of Highway Safety
The Maine Bureau of Highway Safety is a state agency responsible for promoting traffic safety, reducing motor vehicle crashes, and coordinating highway safety programs across Maine.
E. Maine Bureau of Motor Vehicles
The Maine Bureau of Motor Vehicles is the state agency responsible for driver licensing, vehicle registration, and related motor vehicle services in Maine.
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_69d8d392aad081909fe31aa03e6e97d1`	completed	April 10, 2026, 10:40 a.m.
NER	Named-entity recognition	`batch_69e5671391048190bba7606f4283ca09`	completed	April 19, 2026, 11:36 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a052b36caa88190a6302741aca9eb00`	completed	May 14, 2026, 1:53 a.m.
NEDg	Description generation	`batch_6a052bb371b88190a632f39c891df93b`	completed	May 14, 2026, 1:56 a.m.
NED2	Entity disambiguation (via description)	`batch_6a052c7532588190bcc3e2f15fef253a`	completed	May 14, 2026, 1:59 a.m.

Created at: April 10, 2026, 11:49 a.m.