Triple

T17557011
Position Surface form Disambiguated ID Type / Status
Subject PEP 517 E427614 entity
Predicate author P4 FINISHED
Object Thomas Kluyver
Thomas Kluyver is a software developer and open-source contributor best known for his work in the Python packaging and scientific computing ecosystems, including contributions to standards like PEP 517.
E1275188 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: Thomas Kluyver | Statement: [PEP 517, author, Thomas Kluyver]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Thomas Kluyver
Context triple: [PEP 517, author, Thomas Kluyver]
  • A. Andries Bonger
    Andries Bonger was a Dutch art collector and dealer closely connected to the Van Gogh family and the early promotion of Vincent van Gogh’s work.
  • B. Carel Victor Gerritsen
    Carel Victor Gerritsen was a Dutch liberal politician and early feminist ally known for his advocacy of social reform and women's rights in the late 19th and early 20th centuries.
  • C. Beijerinck van Lijnden
    Beijerinck van Lijnden is a Dutch noble family name associated with members of the historical Dutch aristocracy.
  • D. Gustav de Vries
    Gustav de Vries was a Dutch mathematician best known for co-formulating the Korteweg–de Vries (KdV) equation, a fundamental nonlinear partial differential equation in mathematical physics.
  • E. Ferdinand Cohn
    Ferdinand Cohn was a pioneering 19th-century German biologist and one of the founders of modern bacteriology, known for his groundbreaking work on bacterial classification and physiology.
  • 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: Thomas Kluyver
Triple: [PEP 517, author, Thomas Kluyver]
Generated description
Thomas Kluyver is a software developer and open-source contributor best known for his work in the Python packaging and scientific computing ecosystems, including contributions to standards like PEP 517.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Thomas Kluyver
Target entity description: Thomas Kluyver is a software developer and open-source contributor best known for his work in the Python packaging and scientific computing ecosystems, including contributions to standards like PEP 517.
  • A. Andries Bonger
    Andries Bonger was a Dutch art collector and dealer closely connected to the Van Gogh family and the early promotion of Vincent van Gogh’s work.
  • B. Carel Victor Gerritsen
    Carel Victor Gerritsen was a Dutch liberal politician and early feminist ally known for his advocacy of social reform and women's rights in the late 19th and early 20th centuries.
  • C. Beijerinck van Lijnden
    Beijerinck van Lijnden is a Dutch noble family name associated with members of the historical Dutch aristocracy.
  • D. Gustav de Vries
    Gustav de Vries was a Dutch mathematician best known for co-formulating the Korteweg–de Vries (KdV) equation, a fundamental nonlinear partial differential equation in mathematical physics.
  • E. Ferdinand Cohn
    Ferdinand Cohn was a pioneering 19th-century German biologist and one of the founders of modern bacteriology, known for his groundbreaking work on bacterial classification and physiology.
  • 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_69d889df6dc081908f67dbadc03c07ee completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e4562357b48190bde6f49df0c983c2 completed April 19, 2026, 4:12 a.m.
NED1 Entity disambiguation (via context triple) batch_6a01d2948ae0819083b90516b11d2485 completed May 11, 2026, 12:59 p.m.
NEDg Description generation batch_6a01d43430d481909b07d8ecc09a185f completed May 11, 2026, 1:05 p.m.
NED2 Entity disambiguation (via description) batch_6a01d4c609fc819089147744317d4be3 completed May 11, 2026, 1:08 p.m.
Created at: April 10, 2026, 5:50 a.m.