Triple

T14489421
Position Surface form Disambiguated ID Type / Status
Subject Black Veil Brides E359323 entity
Predicate hasFormerMember P1168 FINISHED
Object Ashley Purdy
Ashley Purdy is an American musician and bassist best known for his tenure with the rock band Black Veil Brides.
E1168976 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: Ashley Purdy | Statement: [Black Veil Brides, hasFormerMember, Ashley Purdy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ashley Purdy
Context triple: [Black Veil Brides, hasFormerMember, Ashley Purdy]
  • A. Ashley Walters
    Ashley Walters is a British actor and rapper, also known as Asher D, recognized for his roles in film and television including the drama series "Top Boy."
  • B. Ashley Brown
    Ashley Brown is a central playable character in the horror video game Until Dawn, known for her intelligence, cautious nature, and pivotal role in the group's survival decisions.
  • C. Ashley Hurdle
    Ashley Hurdle is known as the daughter of former Major League Baseball manager and player Clint Hurdle.
  • D. Ashley Hatch
    Ashley Hatch is an American professional soccer forward known for her prolific goal-scoring in the National Women's Soccer League and appearances with the U.S. women's national team.
  • E. Ashley Smith
    Ashley Smith is known as the spouse of Ryan Smith, the American billionaire co-founder and CEO of Qualtrics.
  • 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: Ashley Purdy
Triple: [Black Veil Brides, hasFormerMember, Ashley Purdy]
Generated description
Ashley Purdy is an American musician and bassist best known for his tenure with the rock band Black Veil Brides.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ashley Purdy
Target entity description: Ashley Purdy is an American musician and bassist best known for his tenure with the rock band Black Veil Brides.
  • A. Ashley Walters
    Ashley Walters is a British actor and rapper, also known as Asher D, recognized for his roles in film and television including the drama series "Top Boy."
  • B. Ashley Brown
    Ashley Brown is a central playable character in the horror video game Until Dawn, known for her intelligence, cautious nature, and pivotal role in the group's survival decisions.
  • C. Ashley Hurdle
    Ashley Hurdle is known as the daughter of former Major League Baseball manager and player Clint Hurdle.
  • D. Ashley Hatch
    Ashley Hatch is an American professional soccer forward known for her prolific goal-scoring in the National Women's Soccer League and appearances with the U.S. women's national team.
  • E. Ashley Smith
    Ashley Smith is known as the spouse of Ryan Smith, the American billionaire co-founder and CEO of Qualtrics.
  • 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_69d8279740308190af9df93a3af8592e completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de930bd1d48190abd6c47da0a3ebc8 completed April 14, 2026, 7:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69ff677b7be08190afc2767835836908 completed May 9, 2026, 4:57 p.m.
NEDg Description generation batch_69ff67f64d2c81908fd2d8a09cd0b369 completed May 9, 2026, 4:59 p.m.
NED2 Entity disambiguation (via description) batch_69ff6888a85481909e8cdd34ed230fa4 completed May 9, 2026, 5:02 p.m.
Created at: April 10, 2026, 1:20 a.m.