Triple

T16037575
Position Surface form Disambiguated ID Type / Status
Subject German Publishers and Booksellers Association E389007 entity
Predicate hasSubsidiary P254 FINISHED
Object MVB Marketing- und Verlagsservice des Buchhandels
MVB Marketing- und Verlagsservice des Buchhandels is a German service company for the book trade that provides industry infrastructure such as book databases, metadata services, and marketing solutions for publishers and booksellers.
E1190940 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: MVB Marketing- und Verlagsservice des Buchhandels | Statement: [German Publishers and Booksellers Association, hasSubsidiary, MVB Marketing- und Verlagsservice des Buchhandels]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: MVB Marketing- und Verlagsservice des Buchhandels
Context triple: [German Publishers and Booksellers Association, hasSubsidiary, MVB Marketing- und Verlagsservice des Buchhandels]
  • A. MIVB
    MIVB is the Dutch acronym for Brussels’ main public transport operator, which runs the city’s metro, tram, and bus networks.
  • B. m b v
    m b v is My Bloody Valentine’s long-awaited 2013 studio album, celebrated for its dense, immersive shoegaze sound and status as a landmark comeback release.
  • C. M.B.
    M.B. is a set of Canadian post-nominal letters signifying that the holder has been awarded the Medal of Bravery for acts of courage.
  • D. MBPV
    MBPV is the ICAO airport code for Providenciales International Airport, the main international gateway to the Turks and Caicos Islands.
  • E. BMVg
    BMVg is the commonly used abbreviation for Germany’s Federal Ministry of Defence, the government department responsible for the country’s military and defense policy.
  • 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: MVB Marketing- und Verlagsservice des Buchhandels
Triple: [German Publishers and Booksellers Association, hasSubsidiary, MVB Marketing- und Verlagsservice des Buchhandels]
Generated description
MVB Marketing- und Verlagsservice des Buchhandels is a German service company for the book trade that provides industry infrastructure such as book databases, metadata services, and marketing solutions for publishers and booksellers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: MVB Marketing- und Verlagsservice des Buchhandels
Target entity description: MVB Marketing- und Verlagsservice des Buchhandels is a German service company for the book trade that provides industry infrastructure such as book databases, metadata services, and marketing solutions for publishers and booksellers.
  • A. MIVB
    MIVB is the Dutch acronym for Brussels’ main public transport operator, which runs the city’s metro, tram, and bus networks.
  • B. m b v
    m b v is My Bloody Valentine’s long-awaited 2013 studio album, celebrated for its dense, immersive shoegaze sound and status as a landmark comeback release.
  • C. M.B.
    M.B. is a set of Canadian post-nominal letters signifying that the holder has been awarded the Medal of Bravery for acts of courage.
  • D. MBPV
    MBPV is the ICAO airport code for Providenciales International Airport, the main international gateway to the Turks and Caicos Islands.
  • E. BMVg
    BMVg is the commonly used abbreviation for Germany’s Federal Ministry of Defence, the government department responsible for the country’s military and defense policy.
  • 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_69d86dada3808190825d5f80d72fbe88 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e1833da68881908710fb2c28e8c6d0 completed April 17, 2026, 12:47 a.m.
NED1 Entity disambiguation (via context triple) batch_69ffdbd5acb48190a10e40074fffd425 completed May 10, 2026, 1:13 a.m.
NEDg Description generation batch_69ffdd527cfc8190a616a2334edffd02 completed May 10, 2026, 1:20 a.m.
NED2 Entity disambiguation (via description) batch_69ffdda1a0908190b7c880c5d66f7400 completed May 10, 2026, 1:21 a.m.
Created at: April 10, 2026, 4:56 a.m.