Triple

T22006347
Position Surface form Disambiguated ID Type / Status
Subject The Amity Affliction E543457 entity
Predicate member P10 FINISHED
Object Joel Birch
Joel Birch is the lead vocalist and lyricist of Australian metalcore band The Amity Affliction, known for his emotionally charged lyrics that often address mental health and personal struggle.
E1520591 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: Joel Birch | Statement: [The Amity Affliction, member, Joel Birch]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Joel Birch
Context triple: [The Amity Affliction, member, Joel Birch]
  • A. Joel Davison
    Joel Davison is known primarily as the son of English actor Peter Davison, who played the Fifth Doctor in the long-running television series Doctor Who.
  • B. Joel Gallen
    Joel Gallen is an American film and television producer and director best known for his work on high-profile comedy specials and live event broadcasts.
  • C. Joel Parker
    Joel Parker is a name shared by several notable individuals, including historical American politicians and jurists.
  • D. Joel Tepp
    Joel Tepp is an American musician best known as a versatile guitarist and multi-instrumentalist associated with the psychedelic rock band Quicksilver Messenger Service.
  • E. Joel Graham
    Joel Graham is a central character on the television series "Parenthood," portrayed as a devoted husband and father balancing family life with personal and professional challenges.
  • 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: Joel Birch
Triple: [The Amity Affliction, member, Joel Birch]
Generated description
Joel Birch is the lead vocalist and lyricist of Australian metalcore band The Amity Affliction, known for his emotionally charged lyrics that often address mental health and personal struggle.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Joel Birch
Target entity description: Joel Birch is the lead vocalist and lyricist of Australian metalcore band The Amity Affliction, known for his emotionally charged lyrics that often address mental health and personal struggle.
  • A. Joel Davison
    Joel Davison is known primarily as the son of English actor Peter Davison, who played the Fifth Doctor in the long-running television series Doctor Who.
  • B. Joel Gallen
    Joel Gallen is an American film and television producer and director best known for his work on high-profile comedy specials and live event broadcasts.
  • C. Joel Parker
    Joel Parker is a name shared by several notable individuals, including historical American politicians and jurists.
  • D. Joel Tepp
    Joel Tepp is an American musician best known as a versatile guitarist and multi-instrumentalist associated with the psychedelic rock band Quicksilver Messenger Service.
  • E. Joel Graham
    Joel Graham is a central character on the television series "Parenthood," portrayed as a devoted husband and father balancing family life with personal and professional challenges.
  • 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_69e11e2db934819095556760c7d85e4d completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f127a0afa881908318a4ebe211ca28 completed April 28, 2026, 9:33 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a8f0869088190ba060fd6a75db339 completed May 18, 2026, 4:01 a.m.
NEDg Description generation batch_6a0a932243cc8190b015bdf9a6d97fd0 completed May 18, 2026, 4:18 a.m.
NED2 Entity disambiguation (via description) batch_6a0a93a6adbc8190b7075d7ce81fb943 completed May 18, 2026, 4:20 a.m.
Created at: April 16, 2026, 8:21 p.m.