Triple

T15788609

Position	Surface form	Disambiguated ID	Type / Status
Subject	J. J. C. Smart	`E382802`	entity
Predicate	memberOf	`P10`	FINISHED
Object	Australian Academy of the Humanities The Australian Academy of the Humanities is a leading scholarly organization that promotes excellence in humanities research, education, and public engagement in Australia.	`E1176226`	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: Australian Academy of the Humanities | Statement: [J. J. C. Smart, memberOf, Australian Academy of the Humanities]

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

Target entity: Australian Academy of the Humanities
Context triple: [J. J. C. Smart, memberOf, Australian Academy of the Humanities]

A. Australian Institute of Aboriginal and Torres Strait Islander Studies
The Australian Institute of Aboriginal and Torres Strait Islander Studies is a national research, collecting, and publishing institution dedicated to the cultures, histories, and languages of Aboriginal and Torres Strait Islander peoples in Australia.
B. Academy of Social Sciences
The Academy of Social Sciences is a division of the Royal Society of Canada that brings together leading scholars in the social sciences to promote research excellence and inform public policy.
C. Academy of Social Sciences
The Academy of Social Sciences is the UK’s national academy that represents and promotes the social sciences, bringing together leading scholars and practitioners to advance research, policy, and public understanding.
D. Australian Academy of Science
The Australian Academy of Science is an independent, honorific scientific society that promotes excellence in science, provides expert advice, and represents Australia’s leading researchers nationally and internationally.
E. Australian National University
The Australian National University is a leading public research university in Canberra, renowned for its strong emphasis on research excellence and its role in shaping Australian public policy and scholarship.
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: Australian Academy of the Humanities
Triple: [J. J. C. Smart, memberOf, Australian Academy of the Humanities]

Generated description

The Australian Academy of the Humanities is a leading scholarly organization that promotes excellence in humanities research, education, and public engagement in Australia.

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

Target entity: Australian Academy of the Humanities
Target entity description: The Australian Academy of the Humanities is a leading scholarly organization that promotes excellence in humanities research, education, and public engagement in Australia.

A. Australian Institute of Aboriginal and Torres Strait Islander Studies
The Australian Institute of Aboriginal and Torres Strait Islander Studies is a national research, collecting, and publishing institution dedicated to the cultures, histories, and languages of Aboriginal and Torres Strait Islander peoples in Australia.
B. Academy of Social Sciences
The Academy of Social Sciences is a division of the Royal Society of Canada that brings together leading scholars in the social sciences to promote research excellence and inform public policy.
C. Academy of Social Sciences
The Academy of Social Sciences is the UK’s national academy that represents and promotes the social sciences, bringing together leading scholars and practitioners to advance research, policy, and public understanding.
D. Australian Academy of Science
The Australian Academy of Science is an independent, honorific scientific society that promotes excellence in science, provides expert advice, and represents Australia’s leading researchers nationally and internationally.
E. Australian National University
The Australian National University is a leading public research university in Canberra, renowned for its strong emphasis on research excellence and its role in shaping Australian public policy and scholarship.
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_69e054048ff48190ad107c890ef73166`	completed	April 16, 2026, 3:14 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ff90a6365c8190833431cf079b21fb`	completed	May 9, 2026, 7:53 p.m.
NEDg	Description generation	`batch_69ff916638048190ad4a6c85da9cef9d`	completed	May 9, 2026, 7:56 p.m.
NED2	Entity disambiguation (via description)	`batch_69ff91cf6f7c81908361f85c9a98ae80`	completed	May 9, 2026, 7:58 p.m.

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