Triple

T8080597

Position	Surface form	Disambiguated ID	Type / Status
Subject	National Revenue Fund (South Africa)	`E188602`	entity
Predicate	auditedBy	`P1340`	FINISHED
Object	Auditor-General of South Africa The Auditor-General of South Africa is the independent supreme audit institution responsible for auditing and reporting on the financial management and performance of South Africa’s public sector entities.	`E710563`	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: Auditor-General of South Africa | Statement: [National Revenue Fund (South Africa), auditedBy, Auditor-General of South Africa]

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

Target entity: Auditor-General of South Africa
Context triple: [National Revenue Fund (South Africa), auditedBy, Auditor-General of South Africa]

A. Auditor General
The Auditor General is the top official responsible for overseeing and directing national audit work within China's central government structure.
B. Minister of Public Service and Administration of South Africa
The Minister of Public Service and Administration of South Africa is the cabinet official responsible for overseeing the country’s public service, government administration, and related reforms and policies.
C. Minister of Finance of South Africa
The Minister of Finance of South Africa is the cabinet official responsible for managing the country’s public finances, national budget, and economic policy.
D. Minister of Public Enterprises of South Africa
The Minister of Public Enterprises of South Africa is the cabinet official responsible for overseeing and managing the country’s state-owned enterprises and ensuring their strategic alignment with national economic and developmental goals.
E. Commissioner of the South African Revenue Service
The Commissioner of the South African Revenue Service is the chief executive responsible for overseeing South Africa’s tax administration and revenue collection authority.
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: Auditor-General of South Africa
Triple: [National Revenue Fund (South Africa), auditedBy, Auditor-General of South Africa]

Generated description

The Auditor-General of South Africa is the independent supreme audit institution responsible for auditing and reporting on the financial management and performance of South Africa’s public sector entities.

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

Target entity: Auditor-General of South Africa
Target entity description: The Auditor-General of South Africa is the independent supreme audit institution responsible for auditing and reporting on the financial management and performance of South Africa’s public sector entities.

A. Auditor General
The Auditor General is the top official responsible for overseeing and directing national audit work within China's central government structure.
B. Minister of Public Service and Administration of South Africa
The Minister of Public Service and Administration of South Africa is the cabinet official responsible for overseeing the country’s public service, government administration, and related reforms and policies.
C. Minister of Finance of South Africa
The Minister of Finance of South Africa is the cabinet official responsible for managing the country’s public finances, national budget, and economic policy.
D. Minister of Public Enterprises of South Africa
The Minister of Public Enterprises of South Africa is the cabinet official responsible for overseeing and managing the country’s state-owned enterprises and ensuring their strategic alignment with national economic and developmental goals.
E. Commissioner of the South African Revenue Service
The Commissioner of the South African Revenue Service is the chief executive responsible for overseeing South Africa’s tax administration and revenue collection authority.
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_69ca82b662e88190b9323daab8c28a21`	completed	March 30, 2026, 2:03 p.m.
NER	Named-entity recognition	`batch_69cb40a504d48190ace96e814d99b182`	completed	March 31, 2026, 3:33 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69cc63fba1148190b8d0f04faa5330a1`	completed	April 1, 2026, 12:16 a.m.
NEDg	Description generation	`batch_69cc651d340c819089306bac7110f57a`	completed	April 1, 2026, 12:21 a.m.
NED2	Entity disambiguation (via description)	`batch_69cc666ecc04819092ee4cc035dde627`	completed	April 1, 2026, 12:27 a.m.

Created at: March 30, 2026, 5:28 p.m.