Triple

T14825924

Position	Surface form	Disambiguated ID	Type / Status
Subject	Public Transport Commission	`E348569`	entity
Predicate	precededBy	`P97`	FINISHED
Object	Department of Government Transport The Department of Government Transport was a former New South Wales government agency responsible for overseeing and operating public transport services before being replaced by the Public Transport Commission.	`E1122712`	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: Department of Government Transport | Statement: [Public Transport Commission, precededBy, Department of Government Transport]

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

Target entity: Department of Government Transport
Context triple: [Public Transport Commission, precededBy, Department of Government Transport]

A. Department of Transport
The Department of Transport is the Irish government ministry responsible for national transport policy, infrastructure, and regulation across road, rail, air, and maritime sectors.
B. Ministry of Transport
The Ministry of Transport is the Chinese government agency responsible for national transportation policy, planning, and regulation across sectors such as highways, waterways, and ports.
C. Ministry of Transport
The Ministry of Transport is Egypt’s government body responsible for planning, regulating, and overseeing the country’s transportation infrastructure and services across road, rail, maritime, and other transit sectors.
D. Department of Transport Planning
The Department of Transport Planning is an academic unit at the School of Planning and Architecture, Delhi, focused on education and research in transportation systems, planning, and policy.
E. Directorate for Transport
The Directorate for Transport is a division of the Scottish Government responsible for developing and implementing national transport policy and overseeing Scotland’s transport 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: Department of Government Transport
Triple: [Public Transport Commission, precededBy, Department of Government Transport]

Generated description

The Department of Government Transport was a former New South Wales government agency responsible for overseeing and operating public transport services before being replaced by the Public Transport Commission.

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

Target entity: Department of Government Transport
Target entity description: The Department of Government Transport was a former New South Wales government agency responsible for overseeing and operating public transport services before being replaced by the Public Transport Commission.

A. Department of Transport
The Department of Transport is the Irish government ministry responsible for national transport policy, infrastructure, and regulation across road, rail, air, and maritime sectors.
B. Ministry of Transport
The Ministry of Transport is the Chinese government agency responsible for national transportation policy, planning, and regulation across sectors such as highways, waterways, and ports.
C. Ministry of Transport
The Ministry of Transport is Egypt’s government body responsible for planning, regulating, and overseeing the country’s transportation infrastructure and services across road, rail, maritime, and other transit sectors.
D. Department of Transport Planning
The Department of Transport Planning is an academic unit at the School of Planning and Architecture, Delhi, focused on education and research in transportation systems, planning, and policy.
E. Directorate for Transport
The Directorate for Transport is a division of the Scottish Government responsible for developing and implementing national transport policy and overseeing Scotland’s transport 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_69d822eb8f588190bf53445e730a934f`	completed	April 9, 2026, 10:06 p.m.
NER	Named-entity recognition	`batch_69ded0713700819097bbb0352650984b`	completed	April 14, 2026, 11:40 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69fe389f48cc819089d860f0208dd465`	completed	May 8, 2026, 7:25 p.m.
NEDg	Description generation	`batch_69fe3a2167348190bb428c7f23ec9748`	completed	May 8, 2026, 7:31 p.m.
NED2	Entity disambiguation (via description)	`batch_69fe3aee9d248190b202c7252f290f38`	completed	May 8, 2026, 7:35 p.m.

Created at: April 10, 2026, 1:51 a.m.