Triple

T37953046
Position Surface form Disambiguated ID Type / Status
Subject Luxembourg national public transport system E946792 entity
Predicate busOperatorsInclude P14541 FINISHED
Object RGTR regional buses
RGTR regional buses are Luxembourg’s network of intercity and regional bus services that connect towns and rural areas with major urban centers across the country.
 E2249378 NE FINISHED

How this triple was built (3 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: RGTR regional buses | Statement: [Luxembourg national public transport system, busOperatorsInclude, RGTR regional buses]
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: RGTR regional buses
Triple: [Luxembourg national public transport system, busOperatorsInclude, RGTR regional buses]
Generated description
RGTR regional buses are Luxembourg’s network of intercity and regional bus services that connect towns and rural areas with major urban centers across the country.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: busOperatorsInclude
Context triple: [Luxembourg national public transport system, busOperatorsInclude, RGTR regional buses]
  • A. publicTransportOperatorFor
    Indicates that one entity operates or manages public transportation services for another entity or area.
  • B. hasBusOperator chosen
    Indicates that a bus service, route, or vehicle is operated or managed by a specific operator or company.
  • C. transportOperator
    Indicates that an entity is responsible for operating or managing the transportation of people or goods between locations.
  • D. hasRailTransportOperator
    Indicates that a rail transport system, service, or infrastructure is operated or managed by a specified rail transport operator.
  • E. transportationServedBy
    Indicates that a transportation facility, route, or area is provided service or coverage by a specific transportation provider or mode.
  • F. None of above.

Provenance (6 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_69f76ef64cf08190ad3e1114b62aac67 completed May 3, 2026, 3:51 p.m.
NER Named-entity recognition batch_69fbc7b78f9481909f4f8fc2e3fdcde1 completed May 6, 2026, 10:59 p.m.
NED1 Entity disambiguation (via context triple) batch_6a4117ffede881908c7d4cd891b45ecd completed June 28, 2026, 12:48 p.m.
NEDg Description generation batch_6a4118c579d08190b3820b73a5d6ba1a completed June 28, 2026, 12:51 p.m.
NED2 Entity disambiguation (via description) batch_6a4119ee31c88190b3905912affd2620 completed June 28, 2026, 12:56 p.m.
PD Predicate disambiguation batch_69fbbd18c9908190928d274f8731dfa8 completed May 6, 2026, 10:13 p.m.
Created at: May 3, 2026, 4:20 p.m.