Triple

T21440650
Position Surface form Disambiguated ID Type / Status
Subject Twenty E528930 entity
Predicate producer P490 FINISHED
Object Ben Fowler
Ben Fowler is a music producer known for his work on the album "Twenty."
 E1484482 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: Ben Fowler | Statement: [Twenty, producer, Ben Fowler]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ben Fowler
Context triple: [Twenty, producer, Ben Fowler]
  • A. Ben Brockman
    Ben Brockman is a mischievous and quick-witted middle child in the British sitcom "Outnumbered," known for his imaginative questions and offbeat logic.
  • B. Andy Fickman
    Andy Fickman is an American film and television director known for family-friendly comedies and energetic, commercially successful studio movies.
  • C. Andy Boucher
    Andy Boucher is a musician best known as a member of the British electronic and dance music collective Beats International, formed by Norman Cook (later known as Fatboy Slim).
  • D. Jeremy Barnes
    Jeremy Barnes is an American drummer and multi-instrumentalist best known for his work with the indie rock band Neutral Milk Hotel and later projects like A Hawk and a Hacksaw.
  • E. Eric Evans
    Eric Evans is a software engineer and thought leader best known for originating and popularizing the concept of Domain-Driven Design in enterprise software development.
  • 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: Ben Fowler
Triple: [Twenty, producer, Ben Fowler]
Generated description
Ben Fowler is a music producer known for his work on the album "Twenty."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ben Fowler
Target entity description: Ben Fowler is a music producer known for his work on the album "Twenty."
  • A. Ben Brockman
    Ben Brockman is a mischievous and quick-witted middle child in the British sitcom "Outnumbered," known for his imaginative questions and offbeat logic.
  • B. Andy Fickman
    Andy Fickman is an American film and television director known for family-friendly comedies and energetic, commercially successful studio movies.
  • C. Andy Boucher
    Andy Boucher is a musician best known as a member of the British electronic and dance music collective Beats International, formed by Norman Cook (later known as Fatboy Slim).
  • D. Jeremy Barnes
    Jeremy Barnes is an American drummer and multi-instrumentalist best known for his work with the indie rock band Neutral Milk Hotel and later projects like A Hawk and a Hacksaw.
  • E. Eric Evans
    Eric Evans is a software engineer and thought leader best known for originating and popularizing the concept of Domain-Driven Design in enterprise software development.
  • 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_69e0c4569fa081908101baa24f8745db completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69e8b70101208190a77bf5dd53dce37a completed April 22, 2026, 11:54 a.m.
NED1 Entity disambiguation (via context triple) batch_6a09c90127ec8190a82c20c4168ad7c3 completed May 17, 2026, 1:56 p.m.
NEDg Description generation batch_6a09c99200a88190ad13565044dfcac0 completed May 17, 2026, 1:58 p.m.
NED2 Entity disambiguation (via description) batch_6a09ca3c4ec48190829b1bd83b933f53 completed May 17, 2026, 2:01 p.m.
Created at: April 16, 2026, 6:05 p.m.