Triple

T15796230

Position	Surface form	Disambiguated ID	Type / Status
Subject	Playford International College	`E382987`	entity
Predicate	governingBody	`P46`	FINISHED
Object	South Australian Department for Education The South Australian Department for Education is the state government agency responsible for overseeing public education and early childhood services across South Australia.	`E1176743`	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: South Australian Department for Education | Statement: [Playford International College, governingBody, South Australian Department for Education]

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

Target entity: South Australian Department for Education
Context triple: [Playford International College, governingBody, South Australian Department for Education]

A. Associated Public Schools of South Australia
The Associated Public Schools of South Australia is an alliance of leading independent boys’ schools in South Australia that collaborate in areas such as sport, co-curricular activities, and shared educational initiatives.
B. University of South Australia
The University of South Australia is a public research university in South Australia known for its industry-focused programs and strong emphasis on practical, career-oriented education.
C. Department of Education (Victoria)
The Department of Education (Victoria) is the state government department responsible for overseeing public schooling, early childhood education, and related educational policy and services in Victoria, Australia.
D. Government of South Australia
The Government of South Australia is the state-level executive authority responsible for administering laws, public services, and policy in the Australian state of South Australia.
E. Department of Education and Training
The Department of Education and Training was a post-apartheid South African government department responsible for overseeing and reforming the national education and training system.
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: South Australian Department for Education
Triple: [Playford International College, governingBody, South Australian Department for Education]

Generated description

The South Australian Department for Education is the state government agency responsible for overseeing public education and early childhood services across South Australia.

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

Target entity: South Australian Department for Education
Target entity description: The South Australian Department for Education is the state government agency responsible for overseeing public education and early childhood services across South Australia.

A. Associated Public Schools of South Australia
The Associated Public Schools of South Australia is an alliance of leading independent boys’ schools in South Australia that collaborate in areas such as sport, co-curricular activities, and shared educational initiatives.
B. University of South Australia
The University of South Australia is a public research university in South Australia known for its industry-focused programs and strong emphasis on practical, career-oriented education.
C. Department of Education (Victoria)
The Department of Education (Victoria) is the state government department responsible for overseeing public schooling, early childhood education, and related educational policy and services in Victoria, Australia.
D. Government of South Australia
The Government of South Australia is the state-level executive authority responsible for administering laws, public services, and policy in the Australian state of South Australia.
E. Department of Education and Training
The Department of Education and Training was a post-apartheid South African government department responsible for overseeing and reforming the national education and training system.
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_69d86da16e188190b89af699f1ed0bfe`	completed	April 10, 2026, 3:25 a.m.
NER	Named-entity recognition	`batch_69e0b4dd4fd88190a77b224b4dee6541`	completed	April 16, 2026, 10:07 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ff90aea81c8190ad8bc0cdedf4b77a`	completed	May 9, 2026, 7:53 p.m.
NEDg	Description generation	`batch_69ff93b24828819092841bc02059995d`	completed	May 9, 2026, 8:06 p.m.
NED2	Entity disambiguation (via description)	`batch_69ff9435b800819093985b293a541e46`	completed	May 9, 2026, 8:08 p.m.

Created at: April 10, 2026, 4:48 a.m.