Triple

T16172580

Position	Surface form	Disambiguated ID	Type / Status
Subject	Battaramulla	`E392475`	entity
Predicate	hasGovernmentBody	`P2820`	FINISHED
Object	Department of Motor Traffic (Sri Lanka) The Department of Motor Traffic (Sri Lanka) is the national government agency responsible for vehicle registration, driver licensing, and regulation of road transport in Sri Lanka.	`E1197614`	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 Motor Traffic (Sri Lanka) | Statement: [Battaramulla, hasGovernmentBody, Department of Motor Traffic (Sri Lanka)]

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

Target entity: Department of Motor Traffic (Sri Lanka)
Context triple: [Battaramulla, hasGovernmentBody, Department of Motor Traffic (Sri Lanka)]

A. Ministry of Transport (Sri Lanka)
The Ministry of Transport (Sri Lanka) is the government body responsible for formulating and implementing national policies on transportation, including rail, road, and public transit systems across the country.
B. Traffic Investigation and Enforcement Department
The Traffic Investigation and Enforcement Department is the branch of the Royal Malaysia Police responsible for managing road traffic safety, investigating traffic accidents, and enforcing traffic laws across Malaysia.
C. General Directorate of Traffic
The General Directorate of Traffic is the national authority within Egypt’s police structure responsible for regulating road traffic, enforcing driving laws, and overseeing vehicle and driver licensing across the country.
D. Attorney General's Department of Sri Lanka
The Attorney General's Department of Sri Lanka is the central legal institution responsible for providing legal advice to the government and representing the state in civil and criminal proceedings.
E. Road Development Authority of Sri Lanka
The Road Development Authority of Sri Lanka is the government agency responsible for planning, constructing, and maintaining the country’s national highways and major road infrastructure.
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 Motor Traffic (Sri Lanka)
Triple: [Battaramulla, hasGovernmentBody, Department of Motor Traffic (Sri Lanka)]

Generated description

The Department of Motor Traffic (Sri Lanka) is the national government agency responsible for vehicle registration, driver licensing, and regulation of road transport in Sri Lanka.

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

Target entity: Department of Motor Traffic (Sri Lanka)
Target entity description: The Department of Motor Traffic (Sri Lanka) is the national government agency responsible for vehicle registration, driver licensing, and regulation of road transport in Sri Lanka.

A. Ministry of Transport (Sri Lanka)
The Ministry of Transport (Sri Lanka) is the government body responsible for formulating and implementing national policies on transportation, including rail, road, and public transit systems across the country.
B. Traffic Investigation and Enforcement Department
The Traffic Investigation and Enforcement Department is the branch of the Royal Malaysia Police responsible for managing road traffic safety, investigating traffic accidents, and enforcing traffic laws across Malaysia.
C. General Directorate of Traffic
The General Directorate of Traffic is the national authority within Egypt’s police structure responsible for regulating road traffic, enforcing driving laws, and overseeing vehicle and driver licensing across the country.
D. Attorney General's Department of Sri Lanka
The Attorney General's Department of Sri Lanka is the central legal institution responsible for providing legal advice to the government and representing the state in civil and criminal proceedings.
E. Road Development Authority of Sri Lanka
The Road Development Authority of Sri Lanka is the government agency responsible for planning, constructing, and maintaining the country’s national highways and major road infrastructure.
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_69d87f1d32208190942e4e499a80c18c`	completed	April 10, 2026, 4:39 a.m.
NER	Named-entity recognition	`batch_69e21eb88c948190a1d8b5518694ad53`	completed	April 17, 2026, 11:51 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69fff7bfc3ac819082596cc533c5faa4`	completed	May 10, 2026, 3:13 a.m.
NEDg	Description generation	`batch_69fff8bc4f7c81908f7e9ffaa9f3cfb1`	completed	May 10, 2026, 3:17 a.m.
NED2	Entity disambiguation (via description)	`batch_69fff94cd32081908205ae383e58d148`	completed	May 10, 2026, 3:19 a.m.

Created at: April 10, 2026, 5:02 a.m.