Triple

T2610828

Position	Surface form	Disambiguated ID	Type / Status
Subject	Transport for NSW	`E58766`	entity
Predicate	abbreviation	`P43`	FINISHED
Object	TfNSW TfNSW is the New South Wales government agency responsible for planning, managing, and coordinating the state’s transport systems and services.	`E281324`	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: TfNSW | Statement: [Transport for NSW, abbreviation, TfNSW]

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

Target entity: TfNSW
Context triple: [Transport for NSW, abbreviation, TfNSW]

A. Government of New South Wales
The Government of New South Wales is the executive authority of the Australian state of New South Wales, responsible for administering state laws, public services, and policy through its Premier and various departments and agencies.
B. New South Wales Department of Education
The New South Wales Department of Education is the state government agency responsible for delivering public education and related services across New South Wales, Australia.
C. New South Wales Police Force
The New South Wales Police Force is the primary law enforcement agency responsible for policing and public safety across the Australian state of New South Wales.
D. New South Wales
New South Wales is a state on Australia’s east coast, centered on the city of Sydney and historically significant as the site of the first permanent British settlement on the continent.
E. NSW Department of Primary Industries
The NSW Department of Primary Industries is a New South Wales government agency responsible for managing the state’s agriculture, fisheries, aquaculture, biosecurity, and natural resource industries.
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: TfNSW
Triple: [Transport for NSW, abbreviation, TfNSW]

Generated description

TfNSW is the New South Wales government agency responsible for planning, managing, and coordinating the state’s transport systems and services.

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

Target entity: TfNSW
Target entity description: TfNSW is the New South Wales government agency responsible for planning, managing, and coordinating the state’s transport systems and services.

A. Government of New South Wales
The Government of New South Wales is the executive authority of the Australian state of New South Wales, responsible for administering state laws, public services, and policy through its Premier and various departments and agencies.
B. New South Wales Department of Education
The New South Wales Department of Education is the state government agency responsible for delivering public education and related services across New South Wales, Australia.
C. New South Wales Police Force
The New South Wales Police Force is the primary law enforcement agency responsible for policing and public safety across the Australian state of New South Wales.
D. New South Wales
New South Wales is a state on Australia’s east coast, centered on the city of Sydney and historically significant as the site of the first permanent British settlement on the continent.
E. NSW Department of Primary Industries
The NSW Department of Primary Industries is a New South Wales government agency responsible for managing the state’s agriculture, fisheries, aquaculture, biosecurity, and natural resource industries.
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_69ab4ac3523881909679750c9f8c2dec`	completed	March 6, 2026, 9:44 p.m.
NER	Named-entity recognition	`batch_69abd87b24e48190ad1d4ce7e63c0f3e`	completed	March 7, 2026, 7:49 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69af83e506188190b6cd3b507dfc353c`	completed	March 10, 2026, 2:37 a.m.
NEDg	Description generation	`batch_69af846b59508190b6f7f9b266123be0`	completed	March 10, 2026, 2:39 a.m.
NED2	Entity disambiguation (via description)	`batch_69af850fe6008190bf6c7c64d1078a50`	completed	March 10, 2026, 2:42 a.m.

Created at: March 6, 2026, 9:50 p.m.