Triple

T15756561

Position	Surface form	Disambiguated ID	Type / Status
Subject	Bernard Katz	`E381980`	entity
Predicate	memberOf	`P10`	FINISHED
Object	Royal Society of New South Wales The Royal Society of New South Wales is a learned society in Australia dedicated to the advancement of science, art, literature, and knowledge through research, publications, and public lectures.	`E1175010`	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: Royal Society of New South Wales | Statement: [Bernard Katz, memberOf, Royal Society of New South Wales]

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

Target entity: Royal Society of New South Wales
Context triple: [Bernard Katz, memberOf, Royal Society of New South Wales]

A. Royal Society of Victoria
The Royal Society of Victoria is a learned scientific society based in Melbourne, Australia, dedicated to promoting science, research, and public understanding of scientific knowledge.
B. Academy of Science of the Royal Society of Queensland
The Academy of Science of the Royal Society of Queensland is a learned scientific body in Queensland, Australia, dedicated to advancing and promoting scientific research and knowledge across a wide range of disciplines.
C. Royal Society of New Zealand
The Royal Society of New Zealand is the country’s national academy of sciences, promoting and supporting research, scholarship, and the advancement of knowledge across scientific and humanities disciplines.
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. Royal Society of Edinburgh
The Royal Society of Edinburgh is Scotland’s national academy of science and letters, promoting research, learning, and public engagement across a wide range of disciplines.
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: Royal Society of New South Wales
Triple: [Bernard Katz, memberOf, Royal Society of New South Wales]

Generated description

The Royal Society of New South Wales is a learned society in Australia dedicated to the advancement of science, art, literature, and knowledge through research, publications, and public lectures.

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

Target entity: Royal Society of New South Wales
Target entity description: The Royal Society of New South Wales is a learned society in Australia dedicated to the advancement of science, art, literature, and knowledge through research, publications, and public lectures.

A. Royal Society of Victoria
The Royal Society of Victoria is a learned scientific society based in Melbourne, Australia, dedicated to promoting science, research, and public understanding of scientific knowledge.
B. Academy of Science of the Royal Society of Queensland
The Academy of Science of the Royal Society of Queensland is a learned scientific body in Queensland, Australia, dedicated to advancing and promoting scientific research and knowledge across a wide range of disciplines.
C. Royal Society of New Zealand
The Royal Society of New Zealand is the country’s national academy of sciences, promoting and supporting research, scholarship, and the advancement of knowledge across scientific and humanities disciplines.
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. Royal Society of Edinburgh
The Royal Society of Edinburgh is Scotland’s national academy of science and letters, promoting research, learning, and public engagement across a wide range of disciplines.
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_69d86d9e6b44819085d1f6a969ecb74c`	completed	April 10, 2026, 3:25 a.m.
NER	Named-entity recognition	`batch_69e050b1ff4881909d5240d1d30f5c8b`	completed	April 16, 2026, 3 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ff877311dc8190b55fe7ca5c0843da`	completed	May 9, 2026, 7:13 p.m.
NEDg	Description generation	`batch_69ff881731ac8190baa3cea2c9b7975b`	completed	May 9, 2026, 7:16 p.m.
NED2	Entity disambiguation (via description)	`batch_69ff88cfbe388190b20c426b4c745f92`	completed	May 9, 2026, 7:19 p.m.

Created at: April 10, 2026, 4:47 a.m.