Triple

T13738126
Position Surface form Disambiguated ID Type / Status
Subject Every Hero Needs a Villain E330004 entity
Predicate producer P490 FINISHED
Object Spada4
Spada4 is a music producer known for his work on hip-hop projects, including contributing production to Czarface’s album "Every Hero Needs a Villain."
 E1057435 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: Spada4 | Statement: [Every Hero Needs a Villain, producer, Spada4]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Spada4
Context triple: [Every Hero Needs a Villain, producer, Spada4]
  • A. Espada
    Espada is a Spanish-origin surname borne by various notable individuals in sports, politics, and the arts.
  • B. Espada
    Espada is the charismatic lead male toreador character in the ballet Don Quixote, known for his bravura dancing and swaggering, heroic presence.
  • C. Aspis
    Aspis is an ancient Greek comedy by the playwright Menander, known for its exploration of family, inheritance, and social customs in Athenian society.
  • D. Spall
    Spall is an English surname most notably associated with a family of actors, including Rafe Spall and his father Timothy Spall.
  • E. Saber
    Saber is a central heroic spirit and skilled swordswoman in the Fate/stay night: Unlimited Blade Works anime, known for her noble demeanor, chivalry, and iconic Excalibur.
  • 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: Spada4
Triple: [Every Hero Needs a Villain, producer, Spada4]
Generated description
Spada4 is a music producer known for his work on hip-hop projects, including contributing production to Czarface’s album "Every Hero Needs a Villain."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Spada4
Target entity description: Spada4 is a music producer known for his work on hip-hop projects, including contributing production to Czarface’s album "Every Hero Needs a Villain."
  • A. Espada
    Espada is a Spanish-origin surname borne by various notable individuals in sports, politics, and the arts.
  • B. Espada
    Espada is the charismatic lead male toreador character in the ballet Don Quixote, known for his bravura dancing and swaggering, heroic presence.
  • C. Aspis
    Aspis is an ancient Greek comedy by the playwright Menander, known for its exploration of family, inheritance, and social customs in Athenian society.
  • D. Spall
    Spall is an English surname most notably associated with a family of actors, including Rafe Spall and his father Timothy Spall.
  • E. Saber
    Saber is a central heroic spirit and skilled swordswoman in the Fate/stay night: Unlimited Blade Works anime, known for her noble demeanor, chivalry, and iconic Excalibur.
  • 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_69d80772315881908f980cae40d91664 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69de0204d50c8190a5413cc9a1b26e14 completed April 14, 2026, 8:59 a.m.
NED1 Entity disambiguation (via context triple) batch_69f79d68da04819089c95d9bfedc7496 completed May 3, 2026, 7:09 p.m.
NEDg Description generation batch_69f79f1051b48190ac4704b43e759237 completed May 3, 2026, 7:16 p.m.
NED2 Entity disambiguation (via description) batch_69f79fdf974081909108b0fd89e76d56 completed May 3, 2026, 7:19 p.m.
Created at: April 9, 2026, 9:55 p.m.