Triple

T19543056
Position Surface form Disambiguated ID Type / Status
Subject Bradley Walsh E488956 entity
Predicate characterPortrayed P1507 FINISHED
Object Danny Baldwin
Danny Baldwin is a fictional character from the British soap opera "Coronation Street," known as a womanizing factory boss and member of the Baldwin family.
 E1402944 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: Danny Baldwin | Statement: [Bradley Walsh, characterPortrayed, Danny Baldwin]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Danny Baldwin
Context triple: [Bradley Walsh, characterPortrayed, Danny Baldwin]
  • A. Nat Baldwin
    Nat Baldwin is an American bassist, composer, and singer-songwriter known for his solo work and for contributing double bass to the experimental indie rock band Dirty Projectors.
  • B. Michael Baldwin
    Michael Baldwin is a prominent fictional attorney and long-running character on the soap opera "The Young and the Restless."
  • C. Phil Balsley
    Phil Balsley is an American country and gospel singer best known as the baritone vocalist and founding member of the award-winning group The Statler Brothers.
  • D. Chuck Baldwin
    Chuck Baldwin is an American pastor and political activist who was the Constitution Party’s nominee for U.S. president in 2008.
  • E. Darin Scott
    Darin Scott is an American filmmaker and screenwriter known for his work on crime and thriller films, including co-writing the 2006 action drama "Waist Deep."
  • 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: Danny Baldwin
Triple: [Bradley Walsh, characterPortrayed, Danny Baldwin]
Generated description
Danny Baldwin is a fictional character from the British soap opera "Coronation Street," known as a womanizing factory boss and member of the Baldwin family.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Danny Baldwin
Target entity description: Danny Baldwin is a fictional character from the British soap opera "Coronation Street," known as a womanizing factory boss and member of the Baldwin family.
  • A. Nat Baldwin
    Nat Baldwin is an American bassist, composer, and singer-songwriter known for his solo work and for contributing double bass to the experimental indie rock band Dirty Projectors.
  • B. Michael Baldwin
    Michael Baldwin is a prominent fictional attorney and long-running character on the soap opera "The Young and the Restless."
  • C. Phil Balsley
    Phil Balsley is an American country and gospel singer best known as the baritone vocalist and founding member of the award-winning group The Statler Brothers.
  • D. Chuck Baldwin
    Chuck Baldwin is an American pastor and political activist who was the Constitution Party’s nominee for U.S. president in 2008.
  • E. Darin Scott
    Darin Scott is an American filmmaker and screenwriter known for his work on crime and thriller films, including co-writing the 2006 action drama "Waist Deep."
  • 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_69d8e8db5b6c8190984b61f91981f575 completed April 10, 2026, 12:11 p.m.
NER Named-entity recognition batch_69e638750b288190aecdb0e18a1add62 completed April 20, 2026, 2:30 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07f6ce86a88190b72224d11899673e completed May 16, 2026, 4:47 a.m.
NEDg Description generation batch_6a07f7ede6608190987f40ce0d6f845c completed May 16, 2026, 4:51 a.m.
NED2 Entity disambiguation (via description) batch_6a07f90751bc819093d123ecc689c19f completed May 16, 2026, 4:56 a.m.
Created at: April 10, 2026, 1:41 p.m.