Triple

T20430947

Position	Surface form	Disambiguated ID	Type / Status
Subject	Ministry of Interior of Yemen	`E501128`	entity
Predicate	oversees	`P46`	FINISHED
Object	General Directorate of Traffic of Yemen The General Directorate of Traffic of Yemen is the national authority responsible for regulating road traffic, vehicle registration, and driver licensing across Yemen.	`E1430496`	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: General Directorate of Traffic of Yemen | Statement: [Ministry of Interior of Yemen, oversees, General Directorate of Traffic of Yemen]

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

Target entity: General Directorate of Traffic of Yemen
Context triple: [Ministry of Interior of Yemen, oversees, General Directorate of Traffic of Yemen]

A. General Directorate of Traffic (Saudi Arabia)
The General Directorate of Traffic (Saudi Arabia) is the national authority responsible for regulating road traffic, enforcing traffic laws, and managing driver and vehicle services across the Kingdom.
B. 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.
C. Ministry of Interior of Yemen
The Ministry of Interior of Yemen is the government body responsible for internal security, law enforcement, and oversight of the country’s police and related security services.
D. Ministry of Defense of Yemen
The Ministry of Defense of Yemen is the central government body responsible for overseeing the country's armed forces, military policy, and national defense strategy.
E. Somaliland Ministry of Transport
The Somaliland Ministry of Transport is the government body responsible for formulating and overseeing transportation policies, infrastructure, and regulatory frameworks across Somaliland, including ports, roads, and other transit systems.
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: General Directorate of Traffic of Yemen
Triple: [Ministry of Interior of Yemen, oversees, General Directorate of Traffic of Yemen]

Generated description

The General Directorate of Traffic of Yemen is the national authority responsible for regulating road traffic, vehicle registration, and driver licensing across Yemen.

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

Target entity: General Directorate of Traffic of Yemen
Target entity description: The General Directorate of Traffic of Yemen is the national authority responsible for regulating road traffic, vehicle registration, and driver licensing across Yemen.

A. General Directorate of Traffic (Saudi Arabia)
The General Directorate of Traffic (Saudi Arabia) is the national authority responsible for regulating road traffic, enforcing traffic laws, and managing driver and vehicle services across the Kingdom.
B. 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.
C. Ministry of Interior of Yemen
The Ministry of Interior of Yemen is the government body responsible for internal security, law enforcement, and oversight of the country’s police and related security services.
D. Ministry of Defense of Yemen
The Ministry of Defense of Yemen is the central government body responsible for overseeing the country's armed forces, military policy, and national defense strategy.
E. Somaliland Ministry of Transport
The Somaliland Ministry of Transport is the government body responsible for formulating and overseeing transportation policies, infrastructure, and regulatory frameworks across Somaliland, including ports, roads, and other transit systems.
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_69e0b4ab3cfc8190ac9bf32e932316b1`	completed	April 16, 2026, 10:06 a.m.
NER	Named-entity recognition	`batch_69e67bad58448190be1563d74dbf9957`	completed	April 20, 2026, 7:17 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a0883f498708190a8308e40e2ed1093`	completed	May 16, 2026, 2:49 p.m.
NEDg	Description generation	`batch_6a088480dd988190ad172acb5dde392d`	completed	May 16, 2026, 2:51 p.m.
NED2	Entity disambiguation (via description)	`batch_6a088580a42081908ceeb2909741f9b9`	completed	May 16, 2026, 2:56 p.m.

Created at: April 16, 2026, 11:31 a.m.