Triple

T3656302

Position	Surface form	Disambiguated ID	Type / Status
Subject	Treasury (Australia)	`E77538`	entity
Predicate	oversees	`P46`	FINISHED
Object	Australian Bureau of Statistics The Australian Bureau of Statistics is Australia’s national statistical agency responsible for collecting, analyzing, and publishing key economic, demographic, and social data to inform government and public decision-making.	`E377729`	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 Bureau of Statistics | Statement: [Treasury (Australia), oversees, Australian Bureau of Statistics]

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

Target entity: Australian Bureau of Statistics
Context triple: [Treasury (Australia), oversees, Australian Bureau of Statistics]

A. Statistics Canada
Statistics Canada is the national statistical agency of Canada responsible for producing and disseminating data about the country's population, economy, and society.
B. Statistics New Zealand
Statistics New Zealand is the country’s official national statistics agency responsible for collecting, analyzing, and publishing key economic, social, and demographic data.
C. Federal Statistical Office
The Federal Statistical Office is Switzerland’s national authority responsible for collecting, analyzing, and publishing official statistics to support government policy, research, and public information.
D. Office for National Statistics
The Office for National Statistics is the United Kingdom’s largest independent producer of official statistics and its recognized national statistical institute, responsible for collecting and publishing data on the economy, population, and society.
E. Australian government
The Australian government is the federal governing authority of Australia, responsible for national policy, legislation, and administration under a constitutional monarchy and parliamentary democracy.
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 Bureau of Statistics
Triple: [Treasury (Australia), oversees, Australian Bureau of Statistics]

Generated description

The Australian Bureau of Statistics is Australia’s national statistical agency responsible for collecting, analyzing, and publishing key economic, demographic, and social data to inform government and public decision-making.

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

Target entity: Australian Bureau of Statistics
Target entity description: The Australian Bureau of Statistics is Australia’s national statistical agency responsible for collecting, analyzing, and publishing key economic, demographic, and social data to inform government and public decision-making.

A. Statistics Canada
Statistics Canada is the national statistical agency of Canada responsible for producing and disseminating data about the country's population, economy, and society.
B. Statistics New Zealand
Statistics New Zealand is the country’s official national statistics agency responsible for collecting, analyzing, and publishing key economic, social, and demographic data.
C. Federal Statistical Office
The Federal Statistical Office is Switzerland’s national authority responsible for collecting, analyzing, and publishing official statistics to support government policy, research, and public information.
D. Office for National Statistics
The Office for National Statistics is the United Kingdom’s largest independent producer of official statistics and its recognized national statistical institute, responsible for collecting and publishing data on the economy, population, and society.
E. Australian government
The Australian government is the federal governing authority of Australia, responsible for national policy, legislation, and administration under a constitutional monarchy and parliamentary democracy.
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_69ad85def5cc8190863dccf55a18bebb`	completed	March 8, 2026, 2:21 p.m.
NER	Named-entity recognition	`batch_69adc3bc2b408190a3a51f9cde5a03b5`	completed	March 8, 2026, 6:45 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b4883dc5408190a6e7e110acf03a15`	completed	March 13, 2026, 9:57 p.m.
NEDg	Description generation	`batch_69b48b3c360c8190a9851b8f5f639bef`	completed	March 13, 2026, 10:10 p.m.
NED2	Entity disambiguation (via description)	`batch_69b4af2032188190b29939d5dc19ccd1`	completed	March 14, 2026, 12:43 a.m.

Created at: March 8, 2026, 3:24 p.m.