Triple

T6169589

Position	Surface form	Disambiguated ID	Type / Status
Subject	TAFE NSW campus	`E137656`	entity
Predicate	regulatedBy	`P86`	FINISHED
Object	NSW Education Standards Authority The NSW Education Standards Authority is the statutory body responsible for setting and overseeing school curriculum, assessment, and teaching standards in New South Wales, Australia.	`E573131`	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: NSW Education Standards Authority | Statement: [TAFE NSW campus, regulatedBy, NSW Education Standards Authority]

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

Target entity: NSW Education Standards Authority
Context triple: [TAFE NSW campus, regulatedBy, NSW Education Standards Authority]

A. New South Wales Department of Education
The New South Wales Department of Education is the state government agency responsible for delivering public education and related services across New South Wales, Australia.
B. New South Wales Higher School Certificate
The New South Wales Higher School Certificate is the main senior secondary school credential in New South Wales, Australia, typically awarded to students upon successful completion of their final years of high school and associated examinations.
C. Government of New South Wales
The Government of New South Wales is the executive authority of the Australian state of New South Wales, responsible for administering state laws, public services, and policy through its Premier and various departments and agencies.
D. TfNSW
TfNSW is the New South Wales government agency responsible for planning, managing, and coordinating the state’s transport systems and services.
E. Sunraysia Institute of TAFE
Sunraysia Institute of TAFE is a regional Australian vocational education and training provider serving the Mildura area and surrounding Sunraysia region.
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: NSW Education Standards Authority
Triple: [TAFE NSW campus, regulatedBy, NSW Education Standards Authority]

Generated description

The NSW Education Standards Authority is the statutory body responsible for setting and overseeing school curriculum, assessment, and teaching standards in New South Wales, Australia.

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

Target entity: NSW Education Standards Authority
Target entity description: The NSW Education Standards Authority is the statutory body responsible for setting and overseeing school curriculum, assessment, and teaching standards in New South Wales, Australia.

A. New South Wales Department of Education
The New South Wales Department of Education is the state government agency responsible for delivering public education and related services across New South Wales, Australia.
B. New South Wales Higher School Certificate
The New South Wales Higher School Certificate is the main senior secondary school credential in New South Wales, Australia, typically awarded to students upon successful completion of their final years of high school and associated examinations.
C. Government of New South Wales
The Government of New South Wales is the executive authority of the Australian state of New South Wales, responsible for administering state laws, public services, and policy through its Premier and various departments and agencies.
D. TfNSW
TfNSW is the New South Wales government agency responsible for planning, managing, and coordinating the state’s transport systems and services.
E. Sunraysia Institute of TAFE
Sunraysia Institute of TAFE is a regional Australian vocational education and training provider serving the Mildura area and surrounding Sunraysia region.
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_69c008a68c508190a8d78245c865960e`	completed	March 22, 2026, 3:20 p.m.
NER	Named-entity recognition	`batch_69c05d8f97708190bebbc49c4a56c8a5`	completed	March 22, 2026, 9:22 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c141a947808190ac68e6f00858a573`	completed	March 23, 2026, 1:35 p.m.
NEDg	Description generation	`batch_69c1458171588190a074797c3b51f1e7`	completed	March 23, 2026, 1:52 p.m.
NED2	Entity disambiguation (via description)	`batch_69c145f2290c819093f787a4f9a6a832`	completed	March 23, 2026, 1:53 p.m.

Created at: March 22, 2026, 4:18 p.m.