Triple

T14356411
Position Surface form Disambiguated ID Type / Status
Subject Scholten & Baijings E355980 entity
Predicate foundedBy P104 FINISHED
Object Stefan Scholten
Stefan Scholten is a Dutch industrial designer best known as co-founder of the influential design studio Scholten & Baijings, recognized for its distinctive use of color, pattern, and minimal forms.
E1104979 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: Stefan Scholten | Statement: [Scholten & Baijings, foundedBy, Stefan Scholten]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Stefan Scholten
Context triple: [Scholten & Baijings, foundedBy, Stefan Scholten]
  • A. Theo Scholten
    Theo Scholten was a Dutch art patron and collector best known for establishing the sculpture-focused Museum Beelden aan Zee in Scheveningen.
  • B. Sander van Doorn
    Sander van Doorn is a Dutch DJ and electronic music producer known for his influential work in trance and progressive house.
  • C. Christian Huitema
    Christian Huitema is a French computer scientist and Internet pioneer known for his influential work on networking protocols and IPv6 transition technologies.
  • D. Greg de Vries
    Greg de Vries is a retired Canadian professional ice hockey defenceman who played over 800 NHL games and won the Stanley Cup with the Colorado Avalanche in 2001.
  • E. 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.
  • 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: Stefan Scholten
Triple: [Scholten & Baijings, foundedBy, Stefan Scholten]
Generated description
Stefan Scholten is a Dutch industrial designer best known as co-founder of the influential design studio Scholten & Baijings, recognized for its distinctive use of color, pattern, and minimal forms.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Stefan Scholten
Target entity description: Stefan Scholten is a Dutch industrial designer best known as co-founder of the influential design studio Scholten & Baijings, recognized for its distinctive use of color, pattern, and minimal forms.
  • A. Theo Scholten
    Theo Scholten was a Dutch art patron and collector best known for establishing the sculpture-focused Museum Beelden aan Zee in Scheveningen.
  • B. Sander van Doorn
    Sander van Doorn is a Dutch DJ and electronic music producer known for his influential work in trance and progressive house.
  • C. Christian Huitema
    Christian Huitema is a French computer scientist and Internet pioneer known for his influential work on networking protocols and IPv6 transition technologies.
  • D. Greg de Vries
    Greg de Vries is a retired Canadian professional ice hockey defenceman who played over 800 NHL games and won the Stanley Cup with the Colorado Avalanche in 2001.
  • E. 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.
  • 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_69d82790a7e08190877e2d349b2e8d8e completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de8f519bf881908615f4d47e0f77aa completed April 14, 2026, 7:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd7a3479088190929ab4b9d218a608 completed May 8, 2026, 5:52 a.m.
NEDg Description generation batch_69fd7d80d358819095661dac316ff69f completed May 8, 2026, 6:06 a.m.
NED2 Entity disambiguation (via description) batch_69fd7e0a30188190942ff45e0f865490 completed May 8, 2026, 6:09 a.m.
Created at: April 10, 2026, 1:15 a.m.