Triple

T13092587
Position Surface form Disambiguated ID Type / Status
Subject SC Heerenveen E310497 entity
Predicate notableFormerCoach P4378 FINISHED
Object Gertjan Verbeek
Gertjan Verbeek is a Dutch football manager known for his stints in the Eredivisie, particularly for his work developing teams with an attacking style of play.
E1047541 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: Gertjan Verbeek | Statement: [SC Heerenveen, notableFormerCoach, Gertjan Verbeek]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gertjan Verbeek
Context triple: [SC Heerenveen, notableFormerCoach, Gertjan Verbeek]
  • A. Roel van Velzen
    Roel van Velzen is a Dutch singer-songwriter, musician, and television personality best known as the frontman of the pop-rock band VanVelzen and as a coach on The Voice of Holland.
  • B. Michiel Riedijk
    Michiel Riedijk is a Dutch architect, co-founder of the Rotterdam-based firm Neutelings Riedijk Architects, known for his expressive public and cultural buildings.
  • C. Bart van Merriënboer
    Bart van Merriënboer is a machine learning researcher known for his contributions to deep learning and neural sequence models, including work on RNN-based encoder–decoder architectures for machine translation.
  • D. Gijs Bakker
    Gijs Bakker is a Dutch industrial designer and co-founder of the influential design collective Droog, known for his conceptual and minimalist approach to product and jewelry design.
  • E. Niels van der Leest
    Niels van der Leest is a Dutch composer and percussionist best known for contributing music to the video game Horizon Zero Dawn.
  • 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: Gertjan Verbeek
Triple: [SC Heerenveen, notableFormerCoach, Gertjan Verbeek]
Generated description
Gertjan Verbeek is a Dutch football manager known for his stints in the Eredivisie, particularly for his work developing teams with an attacking style of play.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gertjan Verbeek
Target entity description: Gertjan Verbeek is a Dutch football manager known for his stints in the Eredivisie, particularly for his work developing teams with an attacking style of play.
  • A. Roel van Velzen
    Roel van Velzen is a Dutch singer-songwriter, musician, and television personality best known as the frontman of the pop-rock band VanVelzen and as a coach on The Voice of Holland.
  • B. Michiel Riedijk
    Michiel Riedijk is a Dutch architect, co-founder of the Rotterdam-based firm Neutelings Riedijk Architects, known for his expressive public and cultural buildings.
  • C. Bart van Merriënboer
    Bart van Merriënboer is a machine learning researcher known for his contributions to deep learning and neural sequence models, including work on RNN-based encoder–decoder architectures for machine translation.
  • D. Gijs Bakker
    Gijs Bakker is a Dutch industrial designer and co-founder of the influential design collective Droog, known for his conceptual and minimalist approach to product and jewelry design.
  • E. Niels van der Leest
    Niels van der Leest is a Dutch composer and percussionist best known for contributing music to the video game Horizon Zero Dawn.
  • 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_69d806a733548190989cfd4ce981ca33 completed April 9, 2026, 8:05 p.m.
NER Named-entity recognition batch_69d9813acbac8190b2fe5e07287457cf completed April 10, 2026, 11:01 p.m.
NED1 Entity disambiguation (via context triple) batch_69f75d7cfe24819096e8f4cd496a6fd7 completed May 3, 2026, 2:36 p.m.
NEDg Description generation batch_69f7614fbe8c8190b4a32b129c64d6b0 completed May 3, 2026, 2:53 p.m.
NED2 Entity disambiguation (via description) batch_69f761a9e7448190835cfff6a1ad6405 completed May 3, 2026, 2:54 p.m.
Created at: April 9, 2026, 9:03 p.m.