Triple

T2733140

Position	Surface form	Disambiguated ID	Type / Status
Subject	Government of South Australia	`E60363`	entity
Predicate	oversees	`P46`	FINISHED
Object	South Australian public service The South Australian public service is the professional body of government employees responsible for implementing policies, delivering public services, and supporting the administration of the state of South Australia.	`E60363`	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: South Australian public service | Statement: [Government of South Australia, oversees, South Australian public service]

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

Target entity: South Australian public service
Context triple: [Government of South Australia, oversees, South Australian public service]

A. Government of South Australia
The Government of South Australia is the state-level executive authority responsible for administering laws, public services, and policy in the Australian state of South Australia.
B. Australian Public Service
The Australian Public Service is the federal civil service of Australia, responsible for implementing government policies and delivering public services across the country.
C. Government of Western Australia
The Government of Western Australia is the state-level governing authority responsible for administering public policy, services, and legislation within the Australian state of Western Australia.
D. Australian Public Service headquarters
The Australian Public Service headquarters is the central administrative hub for Australia’s federal civil service, located in the Australian Capital Territory.
E. Parliament of South Australia
The Parliament of South Australia is the bicameral legislative body of the Australian state of South Australia, responsible for making state laws and overseeing the government.
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: South Australian public service
Triple: [Government of South Australia, oversees, South Australian public service]

Generated description

The South Australian public service is the professional body of government employees responsible for implementing policies, delivering public services, and supporting the administration of the state of South Australia.

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

Target entity: South Australian public service
Target entity description: The South Australian public service is the professional body of government employees responsible for implementing policies, delivering public services, and supporting the administration of the state of South Australia.

A. Government of South Australia chosen
The Government of South Australia is the state-level executive authority responsible for administering laws, public services, and policy in the Australian state of South Australia.
B. Australian Public Service
The Australian Public Service is the federal civil service of Australia, responsible for implementing government policies and delivering public services across the country.
C. Government of Western Australia
The Government of Western Australia is the state-level governing authority responsible for administering public policy, services, and legislation within the Australian state of Western Australia.
D. Australian Public Service headquarters
The Australian Public Service headquarters is the central administrative hub for Australia’s federal civil service, located in the Australian Capital Territory.
E. Parliament of South Australia
The Parliament of South Australia is the bicameral legislative body of the Australian state of South Australia, responsible for making state laws and overseeing the government.
F. None of above.

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_69ab4b75cd908190b691ef0d1801acda`	completed	March 6, 2026, 9:47 p.m.
NER	Named-entity recognition	`batch_69abdaf175808190acbbb3873c7c3f67`	completed	March 7, 2026, 7:59 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69afb6a15e548190a118880f9904f9cc`	completed	March 10, 2026, 6:13 a.m.
NEDg	Description generation	`batch_69afb78d9f0c8190ad276922aa19945d`	completed	March 10, 2026, 6:17 a.m.
NED2	Entity disambiguation (via description)	`batch_69afb7e8a8548190b5b4e7772e0adcf6`	completed	March 10, 2026, 6:19 a.m.

Created at: March 6, 2026, 9:56 p.m.