Triple

T6231519
Position Surface form Disambiguated ID Type / Status
Subject Agile Manifesto E139363 entity
Predicate author P4 FINISHED
Object Arie van Bennekum
Arie van Bennekum is a Dutch agile thought leader and consultant best known as one of the original co-authors of the Agile Manifesto.
E598146 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: Arie van Bennekum | Statement: [Agile Manifesto, author, Arie van Bennekum]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Arie van Bennekum
Context triple: [Agile Manifesto, author, Arie van Bennekum]
  • A. Barend Biesheuvel
    Barend Biesheuvel was a Dutch politician of the Anti-Revolutionary Party who served as Prime Minister of the Netherlands from 1971 to 1973.
  • B. 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.
  • C. Kees van Kooten
    Kees van Kooten is a Dutch writer, satirist, and comedian known for his influential work in literature and television, often created in collaboration with Wim de Bie.
  • D. Michael Maarschalkerweerd
    Michael Maarschalkerweerd was a prominent 19th-century Dutch organ builder known for founding the firm Maarschalkerweerd & Zoon and constructing notable church organs throughout the Netherlands.
  • E. Piet Klijnveld
    Piet Klijnveld was a Dutch accountant and entrepreneur who co-founded the international professional services firm that later became part of KPMG.
  • 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: Arie van Bennekum
Triple: [Agile Manifesto, author, Arie van Bennekum]
Generated description
Arie van Bennekum is a Dutch agile thought leader and consultant best known as one of the original co-authors of the Agile Manifesto.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Arie van Bennekum
Target entity description: Arie van Bennekum is a Dutch agile thought leader and consultant best known as one of the original co-authors of the Agile Manifesto.
  • A. Barend Biesheuvel
    Barend Biesheuvel was a Dutch politician of the Anti-Revolutionary Party who served as Prime Minister of the Netherlands from 1971 to 1973.
  • B. 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.
  • C. Kees van Kooten
    Kees van Kooten is a Dutch writer, satirist, and comedian known for his influential work in literature and television, often created in collaboration with Wim de Bie.
  • D. Michael Maarschalkerweerd
    Michael Maarschalkerweerd was a prominent 19th-century Dutch organ builder known for founding the firm Maarschalkerweerd & Zoon and constructing notable church organs throughout the Netherlands.
  • E. Piet Klijnveld
    Piet Klijnveld was a Dutch accountant and entrepreneur who co-founded the international professional services firm that later became part of KPMG.
  • 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_69c008afd3148190b71e9eaa60420dd1 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c062ec5be4819084d6df2e8dd2a542 completed March 22, 2026, 9:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69c669d6ff748190b77d5a2c9cbe506b completed March 27, 2026, 11:28 a.m.
NEDg Description generation batch_69c66ba76c7881908fac8eb372efa08c completed March 27, 2026, 11:36 a.m.
NED2 Entity disambiguation (via description) batch_69c66c1e32648190b4e584d144ad94ff completed March 27, 2026, 11:38 a.m.
Created at: March 22, 2026, 4:22 p.m.