Triple

T31747607

Position	Surface form	Disambiguated ID	Type / Status
Subject	Nuclear Waste Management Organization	`E810314`	entity
Predicate	approachDeveloped	`P116174`	FINISHED
Object	Adaptive Phased Management Adaptive Phased Management is Canada’s long-term strategy for safely isolating used nuclear fuel in a deep geological repository, implemented in stages with flexibility for future societal and technological changes.	`E1975612`	NE FINISHED

How this triple was built (3 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: Adaptive Phased Management | Statement: [Nuclear Waste Management Organization, approachDeveloped, Adaptive Phased Management]

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: Adaptive Phased Management
Triple: [Nuclear Waste Management Organization, approachDeveloped, Adaptive Phased Management]

Generated description

Adaptive Phased Management is Canada’s long-term strategy for safely isolating used nuclear fuel in a deep geological repository, implemented in stages with flexibility for future societal and technological changes.

PD Predicate disambiguation gpt-5-mini-2025-08-07

Target predicate: approachDeveloped
Context triple: [Nuclear Waste Management Organization, approachDeveloped, Adaptive Phased Management]

A. developedMethodology chosen
Indicates that one entity created, designed, or established a specific methodology used by another entity or in a particular context.
B. developed
Indicates that one entity created, designed, or brought another entity into a more advanced or complete state through effort or work.
C. developedThrough
Indicates that something came into existence, was created, or was brought to its current form by means of a specified process, method, or developmental pathway.
D. developmentMethod
Indicates the process, technique, or approach used to create, build, or evolve something.
E. developedMethodUsedIn
Indicates that a method created or developed by one entity is subsequently employed or applied in another entity, such as a study, project, or process.
F. None of above.

Provenance (6 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_69f348e233cc819083b6695f70cd75d8`	completed	April 30, 2026, 12:19 p.m.
NER	Named-entity recognition	`batch_69fe779248c081909f0ed1a2a0df23db`	completed	May 8, 2026, 11:53 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a2b948524848190967dd21254f57026`	completed	June 12, 2026, 5:09 a.m.
NEDg	Description generation	`batch_6a2b958e9ebc81909225029c40526808`	completed	June 12, 2026, 5:13 a.m.
NED2	Entity disambiguation (via description)	`batch_6a2b961cb34081909831c49b6c0ae48f`	completed	June 12, 2026, 5:16 a.m.
PD	Predicate disambiguation	`batch_69fe76eaf6d48190998bc7168749cc42`	completed	May 8, 2026, 11:51 p.m.

Created at: April 30, 2026, 11:27 p.m.