Triple

T14046584
Position Surface form Disambiguated ID Type / Status
Subject Meliah Rage E337970 entity
Predicate formerMember P1168 FINISHED
Object Paul D'Angelo
Paul D'Angelo is a musician best known as a former member of the American thrash metal band Meliah Rage.
E1076109 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: Paul D'Angelo | Statement: [Meliah Rage, formerMember, Paul D'Angelo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Paul D'Angelo
Context triple: [Meliah Rage, formerMember, Paul D'Angelo]
  • A. Dylan Ebdus
    Dylan Ebdus is the introspective, artistically inclined boy at the center of Jonathan Lethem’s novel "The Fortress of Solitude," whose coming-of-age in 1970s Brooklyn explores race, friendship, and urban change.
  • B. Joel Zimmerman
    Joel Zimmerman is a film editor best known for his work on the 2000 horror film "Shadow of the Vampire."
  • C. Brent Faiyaz
    Brent Faiyaz is an American singer, songwriter, and producer known for his atmospheric R&B sound and introspective, emotionally raw lyrics.
  • D. Benjamin Melniker
    Benjamin Melniker was an American film and television producer best known for his long-running role as an executive producer on numerous DC Comics adaptations, including the Batman and Constantine franchises.
  • E. Cory Wong
    Cory Wong is an American guitarist, songwriter, and producer best known for his work with the funk band Vulfpeck and his energetic, rhythm-focused playing style.
  • 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: Paul D'Angelo
Triple: [Meliah Rage, formerMember, Paul D'Angelo]
Generated description
Paul D'Angelo is a musician best known as a former member of the American thrash metal band Meliah Rage.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Paul D'Angelo
Target entity description: Paul D'Angelo is a musician best known as a former member of the American thrash metal band Meliah Rage.
  • A. Dylan Ebdus
    Dylan Ebdus is the introspective, artistically inclined boy at the center of Jonathan Lethem’s novel "The Fortress of Solitude," whose coming-of-age in 1970s Brooklyn explores race, friendship, and urban change.
  • B. Joel Zimmerman
    Joel Zimmerman is a film editor best known for his work on the 2000 horror film "Shadow of the Vampire."
  • C. Brent Faiyaz
    Brent Faiyaz is an American singer, songwriter, and producer known for his atmospheric R&B sound and introspective, emotionally raw lyrics.
  • D. Benjamin Melniker
    Benjamin Melniker was an American film and television producer best known for his long-running role as an executive producer on numerous DC Comics adaptations, including the Batman and Constantine franchises.
  • E. Cory Wong
    Cory Wong is an American guitarist, songwriter, and producer best known for his work with the funk band Vulfpeck and his energetic, rhythm-focused playing style.
  • 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_69d81c664e48819088cbd8f433aeffe5 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de312df37081909f45ce3e219af5dc completed April 14, 2026, 12:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69fbc34332448190b044f55f0f85d5e2 completed May 6, 2026, 10:40 p.m.
NEDg Description generation batch_69fc43623d608190bee3ebd08ffa01e6 completed May 7, 2026, 7:46 a.m.
NED2 Entity disambiguation (via description) batch_69fc43e71f708190903a63388b664ba5 completed May 7, 2026, 7:48 a.m.
Created at: April 9, 2026, 10:20 p.m.