Triple

T14012313
Position Surface form Disambiguated ID Type / Status
Subject Liège-Guillemins railway station E337111 entity
Predicate fareZone P844 FINISHED
Object TEC Liège-Verviers urban network E978677 NE FINISHED

How this triple was built (2 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: TEC Liège-Verviers urban network | Statement: [Liège-Guillemins railway station, fareZone, TEC Liège-Verviers urban network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: TEC Liège-Verviers urban network
Context triple: [Liège-Guillemins railway station, fareZone, TEC Liège-Verviers urban network]
  • A. TEC Liège-Verviers bus network chosen
    The TEC Liège-Verviers bus network is a regional public transportation system serving the Liège and Verviers areas in Belgium with an extensive network of bus routes.
  • B. Eurometropolis Lille–Kortrijk–Tournai
    Eurometropolis Lille–Kortrijk–Tournai is a cross-border metropolitan region spanning parts of France and Belgium that promotes economic, cultural, and infrastructural cooperation between the cities of Lille, Kortrijk (Courtrai), Tournai, and their surrounding areas.
  • C. Antwerp suburban rail network
    The Antwerp suburban rail network is a regional commuter rail system serving Antwerp and its surrounding suburbs, providing frequent connections between the city and nearby towns.
  • D. Brussels suburban rail network
    The Brussels suburban rail network is a regional commuter rail system serving Brussels and its surrounding areas, connecting the city with nearby towns and suburbs through frequent train services.
  • E. Antwerp tram network
    The Antwerp tram network is an extensive urban light rail system serving the city of Antwerp and its suburbs, forming a key part of the region’s public transportation infrastructure.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69d81c645c5c8190b1fd16a285a1b78a completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de2ed5cfd0819085b9c860b119a9de completed April 14, 2026, 12:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69fbacaa16e88190995fd86951fb54e6 completed May 6, 2026, 9:03 p.m.
Created at: April 9, 2026, 10:19 p.m.