Triple

T400584
Position Surface form Disambiguated ID Type / Status
Subject Award for the Advancement of Free Software E9270 entity
Predicate notableRecipient P108 FINISHED
Object Werner Koch
Werner Koch is a German free software developer best known as the principal author and maintainer of the GNU Privacy Guard (GnuPG) encryption software.
E53185 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: Werner Koch | Statement: [Award for the Advancement of Free Software, notableRecipient, Werner Koch]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Werner Koch
Context triple: [Award for the Advancement of Free Software, notableRecipient, Werner Koch]
  • A. Theo de Raadt
    Theo de Raadt is a Canadian software engineer best known as the founder and leader of the OpenBSD and OpenSSH projects, and as a prominent advocate for free and secure software.
  • B. Linus Torvalds
    Linus Torvalds is a Finnish-American software engineer best known as the creator and principal developer of the Linux kernel, the core of the widely used Linux operating system.
  • C. Wietse Venema
    Wietse Venema is a Dutch software engineer and security researcher best known for creating the Postfix mail transfer agent and other influential open-source security tools.
  • D. Tobias Nipkow
    Tobias Nipkow is a German computer scientist known for his influential work in interactive theorem proving and formal verification, particularly through his contributions to the Isabelle proof assistant.
  • E. Eric Raymond
    Eric Raymond is an American software developer, open-source advocate, and author best known for his influential essay collection "The Cathedral and the Bazaar," which helped popularize and legitimize the open-source software movement.
  • 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: Werner Koch
Triple: [Award for the Advancement of Free Software, notableRecipient, Werner Koch]
Generated description
Werner Koch is a German free software developer best known as the principal author and maintainer of the GNU Privacy Guard (GnuPG) encryption software.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Werner Koch
Target entity description: Werner Koch is a German free software developer best known as the principal author and maintainer of the GNU Privacy Guard (GnuPG) encryption software.
  • A. Theo de Raadt
    Theo de Raadt is a Canadian software engineer best known as the founder and leader of the OpenBSD and OpenSSH projects, and as a prominent advocate for free and secure software.
  • B. Linus Torvalds
    Linus Torvalds is a Finnish-American software engineer best known as the creator and principal developer of the Linux kernel, the core of the widely used Linux operating system.
  • C. Wietse Venema
    Wietse Venema is a Dutch software engineer and security researcher best known for creating the Postfix mail transfer agent and other influential open-source security tools.
  • D. Tobias Nipkow
    Tobias Nipkow is a German computer scientist known for his influential work in interactive theorem proving and formal verification, particularly through his contributions to the Isabelle proof assistant.
  • E. Eric Raymond
    Eric Raymond is an American software developer, open-source advocate, and author best known for his influential essay collection "The Cathedral and the Bazaar," which helped popularize and legitimize the open-source software movement.
  • 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_69a2e8004cb88190b92ed1add6abf41a completed Feb. 28, 2026, 1:05 p.m.
NER Named-entity recognition batch_69a2ec8e655c819081eff85c0ef55fa5 completed Feb. 28, 2026, 1:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4254075388190af8fd09d037f427c completed March 1, 2026, 11:38 a.m.
NEDg Description generation batch_69a4261531ac8190aa879bf38bfd9371 completed March 1, 2026, 11:42 a.m.
NED2 Entity disambiguation (via description) batch_69a4267b09b4819085db5e073cc19360 completed March 1, 2026, 11:43 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.