Triple

T12700207

Position	Surface form	Disambiguated ID	Type / Status
Subject	Melbourne Girls Grammar School	`E303439`	entity
Predicate	affiliation	`P10`	FINISHED
Object	Association of Heads of Independent Schools of Australia The Association of Heads of Independent Schools of Australia is a professional peak body representing principals and leaders of independent schools across the country.	`E998367`	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: Association of Heads of Independent Schools of Australia | Statement: [Melbourne Girls Grammar School, affiliation, Association of Heads of Independent Schools of Australia]

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

Target entity: Association of Heads of Independent Schools of Australia
Context triple: [Melbourne Girls Grammar School, affiliation, Association of Heads of Independent Schools of Australia]

A. National Association of Independent Schools
The National Association of Independent Schools is a U.S.-based membership organization that provides services, advocacy, and accreditation support to independent private schools.
B. Independent Schools Council
The Independent Schools Council is a UK umbrella organisation that represents and supports independent schools, providing advocacy, research, and guidance on educational standards and policy.
C. Headmasters' and Headmistresses' Conference
The Headmasters' and Headmistresses' Conference is a professional association of leading independent school heads in the United Kingdom and abroad, representing many of the most prestigious fee-charging schools.
D. Boarding Schools' Association
The Boarding Schools' Association is a UK-based professional body that represents, supports, and promotes boarding schools and boarding education standards.
E. Association of Independent Schools in New England
The Association of Independent Schools in New England is a regional organization that supports, accredits, and advocates for independent primary and secondary schools across the New England area.
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: Association of Heads of Independent Schools of Australia
Triple: [Melbourne Girls Grammar School, affiliation, Association of Heads of Independent Schools of Australia]

Generated description

The Association of Heads of Independent Schools of Australia is a professional peak body representing principals and leaders of independent schools across the country.

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

Target entity: Association of Heads of Independent Schools of Australia
Target entity description: The Association of Heads of Independent Schools of Australia is a professional peak body representing principals and leaders of independent schools across the country.

A. National Association of Independent Schools
The National Association of Independent Schools is a U.S.-based membership organization that provides services, advocacy, and accreditation support to independent private schools.
B. Independent Schools Council
The Independent Schools Council is a UK umbrella organisation that represents and supports independent schools, providing advocacy, research, and guidance on educational standards and policy.
C. Headmasters' and Headmistresses' Conference
The Headmasters' and Headmistresses' Conference is a professional association of leading independent school heads in the United Kingdom and abroad, representing many of the most prestigious fee-charging schools.
D. Boarding Schools' Association
The Boarding Schools' Association is a UK-based professional body that represents, supports, and promotes boarding schools and boarding education standards.
E. Association of Independent Schools in New England
The Association of Independent Schools in New England is a regional organization that supports, accredits, and advocates for independent primary and secondary schools across the New England area.
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_69d7bdef90d48190b46b88270e780946`	completed	April 9, 2026, 2:55 p.m.
NER	Named-entity recognition	`batch_69d961ef65ac8190aedf9ade3a68e24e`	completed	April 10, 2026, 8:47 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69f671b27790819085f0f03af33f8f21`	completed	May 2, 2026, 9:50 p.m.
NEDg	Description generation	`batch_69f6740129688190b286ce7acb4848c7`	completed	May 2, 2026, 10 p.m.
NED2	Entity disambiguation (via description)	`batch_69f675249d248190933421df49d3a2ab`	completed	May 2, 2026, 10:05 p.m.

Created at: April 9, 2026, 5:22 p.m.