Triple

T6163783

Position	Surface form	Disambiguated ID	Type / Status
Subject	DHA	`E137506`	entity
Predicate	usedByAuthority	`P38756`	FINISHED
Object	Bangladesh Road Transport Authority The Bangladesh Road Transport Authority is the government agency responsible for regulating and overseeing road transport, vehicle registration, and driver licensing in Bangladesh.	`E573561`	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: Bangladesh Road Transport Authority | Statement: [DHA, usedByAuthority, Bangladesh Road Transport Authority]

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

Target entity: Bangladesh Road Transport Authority
Context triple: [DHA, usedByAuthority, Bangladesh Road Transport Authority]

A. Assam Transport Department
The Assam Transport Department is the state government agency responsible for regulating and overseeing road transport, vehicle registration, and traffic administration in Assam, India.
B. 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.
C. 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.
D. Tamil Nadu Transport Department
Tamil Nadu Transport Department is the state government agency responsible for regulating, managing, and overseeing road transport and related services in Tamil Nadu, India.
E. Ministry of Transportation of Indonesia
The Ministry of Transportation of Indonesia is the government body responsible for formulating and implementing national policies on transportation systems, infrastructure, and regulation across the country.
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: Bangladesh Road Transport Authority
Triple: [DHA, usedByAuthority, Bangladesh Road Transport Authority]

Generated description

The Bangladesh Road Transport Authority is the government agency responsible for regulating and overseeing road transport, vehicle registration, and driver licensing in Bangladesh.

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

Target entity: Bangladesh Road Transport Authority
Target entity description: The Bangladesh Road Transport Authority is the government agency responsible for regulating and overseeing road transport, vehicle registration, and driver licensing in Bangladesh.

A. Assam Transport Department
The Assam Transport Department is the state government agency responsible for regulating and overseeing road transport, vehicle registration, and traffic administration in Assam, India.
B. 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.
C. 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.
D. Tamil Nadu Transport Department
Tamil Nadu Transport Department is the state government agency responsible for regulating, managing, and overseeing road transport and related services in Tamil Nadu, India.
E. Ministry of Transportation of Indonesia
The Ministry of Transportation of Indonesia is the government body responsible for formulating and implementing national policies on transportation systems, infrastructure, and regulation across the country.
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_69c008a54fc88190b6ce4416490ca79d`	completed	March 22, 2026, 3:20 p.m.
NER	Named-entity recognition	`batch_69c05d6036f88190a4bf540e7fe8d48d`	completed	March 22, 2026, 9:21 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c1419e7f0481908b7ce6f36871f1ad`	completed	March 23, 2026, 1:35 p.m.
NEDg	Description generation	`batch_69c14855288881909b842db040fe5c54`	completed	March 23, 2026, 2:04 p.m.
NED2	Entity disambiguation (via description)	`batch_69c148d16c048190a473e8f49df43705`	completed	March 23, 2026, 2:06 p.m.

Created at: March 22, 2026, 4:17 p.m.