Triple

T2674817
Position Surface form Disambiguated ID Type / Status
Subject Kees Cook E56432 entity
Predicate twitterHandle P2866 FINISHED
Object @kees_cook
@kees_cook is the Twitter handle of Kees Cook, a prominent Linux kernel and security engineer known for his work on hardening the Linux ecosystem.
 E10881 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: [Kees Cook, twitterHandle, @kees_cook]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: @kees_cook
Context triple: [Kees Cook, twitterHandle, @kees_cook]
  • A. Cook
    Cook is a surname shared by various notable individuals, including members of singer-songwriter Alicia Keys' family.
  • B. Cook
    Cook is a character in Geoffrey Chaucer’s "The Canterbury Tales," depicted as a London tradesman known for his culinary skills and unsanitary kitchen practices.
  • C. Kenscoff
    Kenscoff is a mountainous town in Haiti known for its cool climate, agriculture, and proximity to the capital, Port-au-Prince.
  • D. Koops
    Koops is a timid Koopa Troopa character and party member from the video game "Paper Mario: The Thousand-Year Door."
  • E. Kock
    Kock is a town in eastern Poland known for being the site of the final major battle of the September 1939 campaign during World War II.
  • 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: [Kees Cook, twitterHandle, @kees_cook]
Generated description
@kees_cook is the Twitter handle of Kees Cook, a prominent Linux kernel and security engineer known for his work on hardening the Linux ecosystem.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: @kees_cook
Target entity description: @kees_cook is the Twitter handle of Kees Cook, a prominent Linux kernel and security engineer known for his work on hardening the Linux ecosystem.
  • A. Cook chosen
    Cook is a surname shared by various notable individuals, including members of singer-songwriter Alicia Keys' family.
  • B. Cook
    Cook is a character in Geoffrey Chaucer’s "The Canterbury Tales," depicted as a London tradesman known for his culinary skills and unsanitary kitchen practices.
  • C. Kenscoff
    Kenscoff is a mountainous town in Haiti known for its cool climate, agriculture, and proximity to the capital, Port-au-Prince.
  • D. Koops
    Koops is a timid Koopa Troopa character and party member from the video game "Paper Mario: The Thousand-Year Door."
  • E. Kock
    Kock is a town in eastern Poland known for being the site of the final major battle of the September 1939 campaign during World War II.
  • F. None of above.

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_69ab4a4b13fc81909dfdb3f23da46832 completed March 6, 2026, 9:42 p.m.
NER Named-entity recognition batch_69abd9b228cc819097f045b4a51d8e7c completed March 7, 2026, 7:54 a.m.
NED1 Entity disambiguation (via context triple) batch_69afa0638a9c8190b48ca5aa56eb66ff completed March 10, 2026, 4:38 a.m.
NEDg Description generation batch_69afa0e62fa08190bf278abfce54708d completed March 10, 2026, 4:41 a.m.
NED2 Entity disambiguation (via description) batch_69afa1ca3b388190840e3b150468dc23 completed March 10, 2026, 4:44 a.m.
Created at: March 6, 2026, 9:54 p.m.