Triple

T5872511

Position	Surface form	Disambiguated ID	Type / Status
Subject	Dutch national road network	`E130550`	entity
Predicate	partOf	`P40`	FINISHED
Object	Dutch transport infrastructure Dutch transport infrastructure is the integrated system of roads, railways, waterways, ports, and airports in the Netherlands that supports the country’s dense mobility and major role in European trade and logistics.	`E552245`	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: Dutch transport infrastructure | Statement: [Dutch national road network, partOf, Dutch transport infrastructure]

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

Target entity: Dutch transport infrastructure
Context triple: [Dutch national road network, partOf, Dutch transport infrastructure]

A. Dutch railway network
The Dutch railway network is a dense, electrified national rail system known for its high-frequency passenger services and extensive connectivity between cities and regions across the Netherlands.
B. Amsterdam railway network
The Amsterdam railway network is the integrated system of train lines and stations serving Amsterdam and its surrounding region, connecting the city locally, nationally, and internationally.
C. Nijmegen railway infrastructure
Nijmegen railway infrastructure is the network of railway lines, bridges, and related facilities serving the city of Nijmegen and its surrounding region in the Netherlands.
D. Dutch national road network
The Dutch national road network is an extensive, high-quality system of motorways and major roads that connects cities and regions throughout the Netherlands and supports heavy domestic and international traffic.
E. Nijmegen–Maastricht transport corridor
The Nijmegen–Maastricht transport corridor is a major north–south route in the Netherlands that links the cities of Nijmegen and Maastricht via an integrated network of motorways and other transport 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: Dutch transport infrastructure
Triple: [Dutch national road network, partOf, Dutch transport infrastructure]

Generated description

Dutch transport infrastructure is the integrated system of roads, railways, waterways, ports, and airports in the Netherlands that supports the country’s dense mobility and major role in European trade and logistics.

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

Target entity: Dutch transport infrastructure
Target entity description: Dutch transport infrastructure is the integrated system of roads, railways, waterways, ports, and airports in the Netherlands that supports the country’s dense mobility and major role in European trade and logistics.

A. Dutch railway network
The Dutch railway network is a dense, electrified national rail system known for its high-frequency passenger services and extensive connectivity between cities and regions across the Netherlands.
B. Amsterdam railway network
The Amsterdam railway network is the integrated system of train lines and stations serving Amsterdam and its surrounding region, connecting the city locally, nationally, and internationally.
C. Nijmegen railway infrastructure
Nijmegen railway infrastructure is the network of railway lines, bridges, and related facilities serving the city of Nijmegen and its surrounding region in the Netherlands.
D. Dutch national road network
The Dutch national road network is an extensive, high-quality system of motorways and major roads that connects cities and regions throughout the Netherlands and supports heavy domestic and international traffic.
E. Nijmegen–Maastricht transport corridor
The Nijmegen–Maastricht transport corridor is a major north–south route in the Netherlands that links the cities of Nijmegen and Maastricht via an integrated network of motorways and other transport 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_69c0085047dc8190af24e311edad3c07`	completed	March 22, 2026, 3:18 p.m.
NER	Named-entity recognition	`batch_69c035f99b788190b5b06d83b9499bfa`	completed	March 22, 2026, 6:33 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c0b114c53081908ea441b2a15c9ab9`	completed	March 23, 2026, 3:18 a.m.
NEDg	Description generation	`batch_69c0b1fabe448190be7d93b1f8c17c2a`	completed	March 23, 2026, 3:22 a.m.
NED2	Entity disambiguation (via description)	`batch_69c0b29d6048819086c4d4cd01c64a51`	completed	March 23, 2026, 3:25 a.m.

Created at: March 22, 2026, 3:56 p.m.