Triple

T20672993

Position	Surface form	Disambiguated ID	Type / Status
Subject	Slovenian road network	`E508078`	entity
Predicate	hasRegulator	`P4784`	FINISHED
Object	Ministry of Infrastructure of Slovenia The Ministry of Infrastructure of Slovenia is the national government body responsible for planning, regulating, and overseeing the country’s transport, energy, and infrastructure systems.	`E1445330`	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: Ministry of Infrastructure of Slovenia | Statement: [Slovenian road network, hasRegulator, Ministry of Infrastructure of Slovenia]

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

Target entity: Ministry of Infrastructure of Slovenia
Context triple: [Slovenian road network, hasRegulator, Ministry of Infrastructure of Slovenia]

A. Slovenian Infrastructure Agency
The Slovenian Infrastructure Agency is a national government body responsible for planning, developing, and maintaining Slovenia’s public infrastructure, particularly its transport networks.
B. Government of Slovenia
The Government of Slovenia is the executive branch of the Republic of Slovenia, responsible for implementing laws, directing national policy, and managing the country’s public administration.
C. Ministry of Foreign and European Affairs of Slovenia
The Ministry of Foreign and European Affairs of Slovenia is the government body responsible for managing the country’s foreign policy, diplomatic relations, and engagement with the European Union.
D. Slovenian Ministry of Culture
The Slovenian Ministry of Culture is the national government body responsible for shaping and implementing cultural policy, preserving cultural heritage, and supporting the arts in Slovenia.
E. National Council of Slovenia
The National Council of Slovenia is the country’s second parliamentary chamber, representing social, economic, professional, and local interests in the legislative process.
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: Ministry of Infrastructure of Slovenia
Triple: [Slovenian road network, hasRegulator, Ministry of Infrastructure of Slovenia]

Generated description

The Ministry of Infrastructure of Slovenia is the national government body responsible for planning, regulating, and overseeing the country’s transport, energy, and infrastructure systems.

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

Target entity: Ministry of Infrastructure of Slovenia
Target entity description: The Ministry of Infrastructure of Slovenia is the national government body responsible for planning, regulating, and overseeing the country’s transport, energy, and infrastructure systems.

A. Slovenian Infrastructure Agency
The Slovenian Infrastructure Agency is a national government body responsible for planning, developing, and maintaining Slovenia’s public infrastructure, particularly its transport networks.
B. Government of Slovenia
The Government of Slovenia is the executive branch of the Republic of Slovenia, responsible for implementing laws, directing national policy, and managing the country’s public administration.
C. Ministry of Foreign and European Affairs of Slovenia
The Ministry of Foreign and European Affairs of Slovenia is the government body responsible for managing the country’s foreign policy, diplomatic relations, and engagement with the European Union.
D. Slovenian Ministry of Culture
The Slovenian Ministry of Culture is the national government body responsible for shaping and implementing cultural policy, preserving cultural heritage, and supporting the arts in Slovenia.
E. National Council of Slovenia
The National Council of Slovenia is the country’s second parliamentary chamber, representing social, economic, professional, and local interests in the legislative process.
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_69e0b4c1164881909a3bf1e3ddb2bc32`	completed	April 16, 2026, 10:06 a.m.
NER	Named-entity recognition	`batch_69e6b5cb1fc88190805f623e93a70368`	completed	April 20, 2026, 11:24 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a08d7da54588190b0f13d8b4d6d4d51`	completed	May 16, 2026, 8:47 p.m.
NEDg	Description generation	`batch_6a08d8f47be881909859bbe23887d0fc`	completed	May 16, 2026, 8:52 p.m.
NED2	Entity disambiguation (via description)	`batch_6a08d99214b48190b0ffba4026d3fa39`	completed	May 16, 2026, 8:54 p.m.

Created at: April 16, 2026, 11:44 a.m.