Triple

T16712149
Position Surface form Disambiguated ID Type / Status
Subject Qwant E406133 entity
Predicate hasService P182 FINISHED
Object Qwant Music
Qwant Music is a music-focused search and discovery service developed as part of the privacy-oriented Qwant search engine ecosystem.
 E1229522 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: Qwant Music | Statement: [Qwant, hasService, Qwant Music]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Qwant Music
Context triple: [Qwant, hasService, Qwant Music]
  • A. Yandex Music
    Yandex Music is a Russian music streaming service and recommendation platform operated by the technology company Yandex.
  • B. Spotify
    Spotify is a popular digital music, podcast, and video streaming service that offers on-demand and curated audio content across multiple platforms.
  • C. VK Music
    VK Music is a Russian music streaming and audio platform integrated into the VK social network, offering on-demand listening, playlists, and recommendations.
  • D. Deezer
    Deezer is a global music streaming service offering on-demand access to a large catalog of songs, playlists, and podcasts across multiple platforms.
  • E. BandPlay
    BandPlay is a hip-hop music producer best known for crafting hard-hitting trap beats for artists like Key Glock.
  • 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: Qwant Music
Triple: [Qwant, hasService, Qwant Music]
Generated description
Qwant Music is a music-focused search and discovery service developed as part of the privacy-oriented Qwant search engine ecosystem.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Qwant Music
Target entity description: Qwant Music is a music-focused search and discovery service developed as part of the privacy-oriented Qwant search engine ecosystem.
  • A. Yandex Music
    Yandex Music is a Russian music streaming service and recommendation platform operated by the technology company Yandex.
  • B. Spotify
    Spotify is a popular digital music, podcast, and video streaming service that offers on-demand and curated audio content across multiple platforms.
  • C. VK Music
    VK Music is a Russian music streaming and audio platform integrated into the VK social network, offering on-demand listening, playlists, and recommendations.
  • D. Deezer
    Deezer is a global music streaming service offering on-demand access to a large catalog of songs, playlists, and podcasts across multiple platforms.
  • E. BandPlay
    BandPlay is a hip-hop music producer best known for crafting hard-hitting trap beats for artists like Key Glock.
  • 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_69d8838db21081909589220fd71440a4 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e386530d9c8190b91ec3aac7dc2518 completed April 18, 2026, 1:25 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0091a95180819099abd50dd153e229 completed May 10, 2026, 2:09 p.m.
NEDg Description generation batch_6a00925fda608190b3674bd5e9ca6bf5 completed May 10, 2026, 2:12 p.m.
NED2 Entity disambiguation (via description) batch_6a00939075d88190a63cdd942eb3fea8 completed May 10, 2026, 2:17 p.m.
Created at: April 10, 2026, 5:20 a.m.