Triple

T400632
Position Surface form Disambiguated ID Type / Status
Subject NLUUG Award E9271 entity
Predicate notableRecipient P108 FINISHED
Object Kees Cook
Kees Cook is a prominent open-source and Linux kernel security developer known for his extensive work on hardening the Linux kernel and improving software security practices.
E56432 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: Kees Cook | Statement: [NLUUG Award, notableRecipient, Kees Cook]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kees Cook
Context triple: [NLUUG Award, notableRecipient, Kees Cook]
  • A. Danny Darwin
    Danny Darwin is a former Major League Baseball right-handed pitcher who played from the late 1970s through the 1990s for several teams, including the Texas Rangers and Houston Astros.
  • B. Douglas Glenn Colvin
    Douglas Glenn Colvin, better known as Dee Dee Ramone, was the bassist, primary songwriter, and a founding member of the pioneering punk rock band the Ramones.
  • C. Daniel Kottke
    Daniel Kottke is an early Apple employee and close college friend of Steve Jobs who worked on the original Apple computers.
  • D. Keith Fraase
    Keith Fraase is a film editor best known for his work on the movie "Chappaquiddick."
  • E. David Mullins
    David Mullins is an American man who, along with his partner Charlie Craig, was a complainant in the landmark U.S. Supreme Court case Masterpiece Cakeshop v. Colorado Civil Rights Commission involving LGBTQ+ rights and religious freedom.
  • 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: Kees Cook
Triple: [NLUUG Award, notableRecipient, Kees Cook]
Generated description
Kees Cook is a prominent open-source and Linux kernel security developer known for his extensive work on hardening the Linux kernel and improving software security practices.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kees Cook
Target entity description: Kees Cook is a prominent open-source and Linux kernel security developer known for his extensive work on hardening the Linux kernel and improving software security practices.
  • A. Danny Darwin
    Danny Darwin is a former Major League Baseball right-handed pitcher who played from the late 1970s through the 1990s for several teams, including the Texas Rangers and Houston Astros.
  • B. Douglas Glenn Colvin
    Douglas Glenn Colvin, better known as Dee Dee Ramone, was the bassist, primary songwriter, and a founding member of the pioneering punk rock band the Ramones.
  • C. Daniel Kottke
    Daniel Kottke is an early Apple employee and close college friend of Steve Jobs who worked on the original Apple computers.
  • D. Keith Fraase
    Keith Fraase is a film editor best known for his work on the movie "Chappaquiddick."
  • E. David Mullins
    David Mullins is an American man who, along with his partner Charlie Craig, was a complainant in the landmark U.S. Supreme Court case Masterpiece Cakeshop v. Colorado Civil Rights Commission involving LGBTQ+ rights and religious freedom.
  • 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_69a447f8fac481909c4848ca9b789bc3 completed March 1, 2026, 2:06 p.m.
NEDg Description generation batch_69a448719fd881909c183132bb98898b completed March 1, 2026, 2:08 p.m.
NED2 Entity disambiguation (via description) batch_69a448c743388190807694111ad63678 completed March 1, 2026, 2:10 p.m.
Created at: Feb. 28, 2026, 1:08 p.m.