Triple

T13713609

Position	Surface form	Disambiguated ID	Type / Status
Subject	N16 road (Luxembourg)	`E328835`	entity
Predicate	maintainedBy	`P86`	FINISHED
Object	Luxembourg road authorities Luxembourg road authorities are the national and local governmental bodies responsible for planning, building, and maintaining the country’s road network and related infrastructure.	`E1058095`	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: Luxembourg road authorities | Statement: [N16 road (Luxembourg), maintainedBy, Luxembourg road authorities]

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

Target entity: Luxembourg road authorities
Context triple: [N16 road (Luxembourg), maintainedBy, Luxembourg road authorities]

A. Swiss Federal Roads Office
The Swiss Federal Roads Office is the national authority responsible for planning, regulating, and overseeing Switzerland’s motorway and national road network.
B. Belgian Federal Public Service Mobility and Transport
The Belgian Federal Public Service Mobility and Transport is the national government department responsible for developing and overseeing Belgium’s policies on transport, mobility, and traffic safety across all modes of transportation.
C. Hungarian public road authorities
Hungarian public road authorities are the national and regional government bodies responsible for planning, constructing, operating, and maintaining Hungary’s public road network, including major motorways and highways.
D. Eurovia
Eurovia is a major European company specializing in transport infrastructure construction and urban development, operating as a subsidiary of the French concessions and construction group Vinci.
E. General Directorate for National Roads and Motorways
The General Directorate for National Roads and Motorways is Poland’s central government agency responsible for managing, maintaining, and developing the country’s national road and motorway network.
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: Luxembourg road authorities
Triple: [N16 road (Luxembourg), maintainedBy, Luxembourg road authorities]

Generated description

Luxembourg road authorities are the national and local governmental bodies responsible for planning, building, and maintaining the country’s road network and related infrastructure.

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

Target entity: Luxembourg road authorities
Target entity description: Luxembourg road authorities are the national and local governmental bodies responsible for planning, building, and maintaining the country’s road network and related infrastructure.

A. Swiss Federal Roads Office
The Swiss Federal Roads Office is the national authority responsible for planning, regulating, and overseeing Switzerland’s motorway and national road network.
B. Belgian Federal Public Service Mobility and Transport
The Belgian Federal Public Service Mobility and Transport is the national government department responsible for developing and overseeing Belgium’s policies on transport, mobility, and traffic safety across all modes of transportation.
C. Hungarian public road authorities
Hungarian public road authorities are the national and regional government bodies responsible for planning, constructing, operating, and maintaining Hungary’s public road network, including major motorways and highways.
D. Eurovia
Eurovia is a major European company specializing in transport infrastructure construction and urban development, operating as a subsidiary of the French concessions and construction group Vinci.
E. General Directorate for National Roads and Motorways
The General Directorate for National Roads and Motorways is Poland’s central government agency responsible for managing, maintaining, and developing the country’s national road and motorway network.
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_69d80770b9bc81909f70c8c317d53cff`	completed	April 9, 2026, 8:09 p.m.
NER	Named-entity recognition	`batch_69dd43973cf08190a417d0cca9dd314a`	completed	April 13, 2026, 7:27 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69f79d56a90081908158dcf4ee061fb6`	completed	May 3, 2026, 7:09 p.m.
NEDg	Description generation	`batch_69f7a15f3c908190be380355972def6e`	completed	May 3, 2026, 7:26 p.m.
NED2	Entity disambiguation (via description)	`batch_69f7a2234390819093814fd435f9c42c`	completed	May 3, 2026, 7:29 p.m.

Created at: April 9, 2026, 9:54 p.m.