Triple

T2739927

Position	Surface form	Disambiguated ID	Type / Status
Subject	Pacific Highway	`E60723`	entity
Predicate	maintainedBy	`P86`	FINISHED
Object	Queensland Department of Transport and Main Roads The Queensland Department of Transport and Main Roads is the state government agency responsible for planning, managing, and delivering Queensland’s road and transport infrastructure and services.	`E294242`	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: Queensland Department of Transport and Main Roads | Statement: [Pacific Highway, maintainedBy, Queensland Department of Transport and Main Roads]

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

Target entity: Queensland Department of Transport and Main Roads
Context triple: [Pacific Highway, maintainedBy, Queensland Department of Transport and Main Roads]

A. Roads and Transport Authority
The Roads and Transport Authority is Dubai’s government agency responsible for planning, operating, and regulating the emirate’s public transport systems and road infrastructure.
B. Queensland Government
The Queensland Government is the executive authority responsible for governing the Australian state of Queensland, led by the Premier and supported by various departments and agencies.
C. state road authority of New South Wales
The state road authority of New South Wales is the government agency responsible for planning, building, and maintaining the state’s road and transport infrastructure network.
D. General Authority for Roads, Bridges and Land Transport
The General Authority for Roads, Bridges and Land Transport is an Egyptian governmental body responsible for planning, developing, and managing the country’s road, bridge, and land transport infrastructure.
E. Roads and Maritime Services
Roads and Maritime Services was a New South Wales government agency responsible for managing the state’s roads, traffic, and maritime infrastructure and services.
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: Queensland Department of Transport and Main Roads
Triple: [Pacific Highway, maintainedBy, Queensland Department of Transport and Main Roads]

Generated description

The Queensland Department of Transport and Main Roads is the state government agency responsible for planning, managing, and delivering Queensland’s road and transport infrastructure and services.

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

Target entity: Queensland Department of Transport and Main Roads
Target entity description: The Queensland Department of Transport and Main Roads is the state government agency responsible for planning, managing, and delivering Queensland’s road and transport infrastructure and services.

A. Roads and Transport Authority
The Roads and Transport Authority is Dubai’s government agency responsible for planning, operating, and regulating the emirate’s public transport systems and road infrastructure.
B. Queensland Government
The Queensland Government is the executive authority responsible for governing the Australian state of Queensland, led by the Premier and supported by various departments and agencies.
C. state road authority of New South Wales
The state road authority of New South Wales is the government agency responsible for planning, building, and maintaining the state’s road and transport infrastructure network.
D. General Authority for Roads, Bridges and Land Transport
The General Authority for Roads, Bridges and Land Transport is an Egyptian governmental body responsible for planning, developing, and managing the country’s road, bridge, and land transport infrastructure.
E. Roads and Maritime Services
Roads and Maritime Services was a New South Wales government agency responsible for managing the state’s roads, traffic, and maritime infrastructure and services.
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_69ab4b77febc819095603eb012cd141b`	completed	March 6, 2026, 9:47 p.m.
NER	Named-entity recognition	`batch_69abdb2da94c8190bc9d23262e3dfc07`	completed	March 7, 2026, 8 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69afbbc828388190af6c3b75ed765401`	completed	March 10, 2026, 6:35 a.m.
NEDg	Description generation	`batch_69afbc3b0aa08190ac0254e7e4300b9c`	completed	March 10, 2026, 6:37 a.m.
NED2	Entity disambiguation (via description)	`batch_69afbcb25ee4819093a8bd77bbcd8a86`	completed	March 10, 2026, 6:39 a.m.

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