Triple

T28706191

Position	Surface form	Disambiguated ID	Type / Status
Subject	Goods and Services Tax (Australia)	`E729702`	entity
Predicate	reportedVia	`P38479`	FINISHED
Object	Business Activity Statement A Business Activity Statement is an Australian tax reporting form that businesses use to periodically report and pay obligations such as GST, PAYG withholding, and other tax liabilities to the Australian Taxation Office.	`E1830154`	NE FINISHED

How this triple was built (3 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: Business Activity Statement | Statement: [Goods and Services Tax (Australia), reportedVia, Business Activity Statement]

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: Business Activity Statement
Triple: [Goods and Services Tax (Australia), reportedVia, Business Activity Statement]

Generated description

A Business Activity Statement is an Australian tax reporting form that businesses use to periodically report and pay obligations such as GST, PAYG withholding, and other tax liabilities to the Australian Taxation Office.

PD Predicate disambiguation gpt-5-mini-2025-08-07

Target predicate: reportedVia
Context triple: [Goods and Services Tax (Australia), reportedVia, Business Activity Statement]

A. reportedAs
Indicates that one entity has been formally reported or flagged to another entity, typically as problematic, suspicious, or noteworthy.
B. reportedFor
Indicates that one entity has formally notified an authority or system about another entity’s behavior, condition, or status, typically to trigger review or action.
C. reportedOn
Indicates that one entity has provided an account, description, or coverage of another entity, typically as news, documentation, or an official report.
D. reportsAs
Indicates that one entity formally reports information, status, or results to another entity.
E. reportsThrough chosen
Indicates that one entity formally communicates and is accountable to another entity through an established reporting or supervisory chain.
F. None of above.

Provenance (6 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_69f043e6e9688190b6bdd6e5665498ff`	completed	April 28, 2026, 5:21 a.m.
NER	Named-entity recognition	`batch_69f6691f5e188190b12c7b2eb729a45e`	completed	May 2, 2026, 9:14 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a1ccf50559881909b3c981e411fe208`	completed	June 1, 2026, 12:16 a.m.
NEDg	Description generation	`batch_6a1ccff9242081908a415b1d68855a63`	completed	June 1, 2026, 12:19 a.m.
NED2	Entity disambiguation (via description)	`batch_6a249457116881909199d0b381a902c3`	completed	June 6, 2026, 9:42 p.m.
PD	Predicate disambiguation	`batch_69f6659b62fc8190b21555d0ba54db2d`	completed	May 2, 2026, 8:59 p.m.

Created at: April 28, 2026, 5:45 a.m.