Triple

T5198071

Position	Surface form	Disambiguated ID	Type / Status
Subject	Luxembourg region	`E117320`	entity
Predicate	hasTransportRole	`P2413`	FINISHED
Object	European transit corridor The European transit corridor is a major cross-border transportation route that facilitates the movement of people and goods across multiple European countries, enhancing regional connectivity and trade.	`E502051`	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: European transit corridor | Statement: [Luxembourg region, hasTransportRole, European transit corridor]

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

Target entity: European transit corridor
Context triple: [Luxembourg region, hasTransportRole, European transit corridor]

A. European freight corridor
The European freight corridor is a major transcontinental transport route that facilitates high-volume cargo movement across multiple European countries, enhancing trade connectivity and logistics efficiency.
B. north–south European transport corridor
The north–south European transport corridor is a major trans-European route facilitating long-distance movement of people and goods between northern and southern Europe.
C. Trans-European transport network
The Trans-European Transport Network (TEN-T) is a European Union policy framework and planned system of integrated road, rail, air, and water transport infrastructure designed to improve connectivity and cohesion across member states.
D. Central European transport network
The Central European transport network is an interconnected system of railways, roads, waterways, and other transport corridors that facilitates passenger and freight movement across countries in the central part of Europe.
E. Pan-European Corridor IV
Pan-European Corridor IV is a major trans-European transport route linking Central Europe with Greece and Turkey through a network of road and rail connections.
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: European transit corridor
Triple: [Luxembourg region, hasTransportRole, European transit corridor]

Generated description

The European transit corridor is a major cross-border transportation route that facilitates the movement of people and goods across multiple European countries, enhancing regional connectivity and trade.

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

Target entity: European transit corridor
Target entity description: The European transit corridor is a major cross-border transportation route that facilitates the movement of people and goods across multiple European countries, enhancing regional connectivity and trade.

A. European freight corridor
The European freight corridor is a major transcontinental transport route that facilitates high-volume cargo movement across multiple European countries, enhancing trade connectivity and logistics efficiency.
B. north–south European transport corridor
The north–south European transport corridor is a major trans-European route facilitating long-distance movement of people and goods between northern and southern Europe.
C. Trans-European transport network
The Trans-European Transport Network (TEN-T) is a European Union policy framework and planned system of integrated road, rail, air, and water transport infrastructure designed to improve connectivity and cohesion across member states.
D. Central European transport network
The Central European transport network is an interconnected system of railways, roads, waterways, and other transport corridors that facilitates passenger and freight movement across countries in the central part of Europe.
E. Pan-European Corridor IV
Pan-European Corridor IV is a major trans-European transport route linking Central Europe with Greece and Turkey through a network of road and rail connections.
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_69bd4462ed04819084fcb01eb9d2fa74`	completed	March 20, 2026, 12:58 p.m.
NER	Named-entity recognition	`batch_69bd7a1dbf7881909ed596ffdd1219bb`	completed	March 20, 2026, 4:47 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69bee0a115048190b7f02b5449c444d7`	completed	March 21, 2026, 6:17 p.m.
NEDg	Description generation	`batch_69bee67ecec08190aa3e2ae7bf1eef9b`	completed	March 21, 2026, 6:42 p.m.
NED2	Entity disambiguation (via description)	`batch_69bee6e8bbcc819094f5f04743eb4013`	completed	March 21, 2026, 6:43 p.m.

Created at: March 20, 2026, 1:47 p.m.