Triple

T9820568
Position Surface form Disambiguated ID Type / Status
Subject Blue E238519 entity
Predicate producer P490 FINISHED
Object Ash Howes
Ash Howes is a British record producer and mix engineer known for his work with major pop artists and chart-topping albums.
 E825209 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: Ash Howes | Statement: [Blue, producer, Ash Howes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ash Howes
Context triple: [Blue, producer, Ash Howes]
  • A. Aidan Shaw
    Aidan Shaw is a fictional furniture designer and one of Carrie Bradshaw’s primary love interests in the Sex and the City franchise.
  • B. Brock Chisholm
    Brock Chisholm was a Canadian psychiatrist and public health expert who became the founding Director-General of the World Health Organization and a prominent advocate for global mental health and international cooperation.
  • C. Jamison Newlander
    Jamison Newlander is an American actor best known for playing one of the Frog brothers in the cult vampire film "The Lost Boys."
  • D. Nick Loftis
    Nick Loftis is an entrepreneur best known as a co-founder of the Apple Bottoms urban fashion brand.
  • E. TJ Holowaychuk
    TJ Holowaychuk is a prolific open-source software engineer best known for creating the popular Node.js web framework Express.js and numerous other developer tools and libraries.
  • 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: Ash Howes
Triple: [Blue, producer, Ash Howes]
Generated description
Ash Howes is a British record producer and mix engineer known for his work with major pop artists and chart-topping albums.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ash Howes
Target entity description: Ash Howes is a British record producer and mix engineer known for his work with major pop artists and chart-topping albums.
  • A. Aidan Shaw
    Aidan Shaw is a fictional furniture designer and one of Carrie Bradshaw’s primary love interests in the Sex and the City franchise.
  • B. Brock Chisholm
    Brock Chisholm was a Canadian psychiatrist and public health expert who became the founding Director-General of the World Health Organization and a prominent advocate for global mental health and international cooperation.
  • C. Jamison Newlander
    Jamison Newlander is an American actor best known for playing one of the Frog brothers in the cult vampire film "The Lost Boys."
  • D. Nick Loftis
    Nick Loftis is an entrepreneur best known as a co-founder of the Apple Bottoms urban fashion brand.
  • E. TJ Holowaychuk
    TJ Holowaychuk is a prolific open-source software engineer best known for creating the popular Node.js web framework Express.js and numerous other developer tools and libraries.
  • 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_69ca84dfde1481909f47c286d715f892 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cdb313134081908eb0ba3a22b22e2b completed April 2, 2026, 12:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69d1d5b9110881909405d94e0db40eac completed April 5, 2026, 3:23 a.m.
NEDg Description generation batch_69d1d6815e28819081788393cda63bc0 completed April 5, 2026, 3:26 a.m.
NED2 Entity disambiguation (via description) batch_69d1d74e7a148190a9470745bfd7ad42 completed April 5, 2026, 3:30 a.m.
Created at: March 30, 2026, 8:31 p.m.