Triple

T4663193
Position Surface form Disambiguated ID Type / Status
Subject Hollywood Vampires E102781 entity
Predicate notableSong P4 FINISHED
Object Heroes
"Heroes" is a rock cover of David Bowie's iconic anthem, performed by the supergroup Hollywood Vampires.
 E455591 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: Heroes | Statement: [Hollywood Vampires, notableSong, Heroes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Heroes
Context triple: [Hollywood Vampires, notableSong, Heroes]
  • A. Heroes
    Heroes is an American science fiction television series that follows ordinary people who discover they have extraordinary superhuman abilities and become entangled in a larger, interconnected destiny.
  • B. Heroes
    Heroes is a non-fiction book by journalist John Pilger that critically examines political power, media complicity, and the individuals who resist oppression around the world.
  • C. Hero
    Hero is a 2006 self-help book by Rhonda Byrne that expands on the ideas of "The Secret" by focusing on personal journeys toward achieving one's dreams and potential.
  • D. Hero
    Hero is a visually striking 2002 Chinese wuxia film directed by Zhang Yimou, renowned for its stylized martial arts, color symbolism, and exploration of sacrifice and political unity.
  • E. Hero
    Hero is a Finnish television channel known for broadcasting action-packed movies and series, operated alongside Nelonen as part of the same network family.
  • 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: Heroes
Triple: [Hollywood Vampires, notableSong, Heroes]
Generated description
"Heroes" is a rock cover of David Bowie's iconic anthem, performed by the supergroup Hollywood Vampires.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Heroes
Target entity description: "Heroes" is a rock cover of David Bowie's iconic anthem, performed by the supergroup Hollywood Vampires.
  • A. Heroes
    Heroes is a non-fiction book by journalist John Pilger that critically examines political power, media complicity, and the individuals who resist oppression around the world.
  • B. Heroes
    Heroes is an American science fiction television series that follows ordinary people who discover they have extraordinary superhuman abilities and become entangled in a larger, interconnected destiny.
  • C. Hero
    Hero is a 2006 self-help book by Rhonda Byrne that expands on the ideas of "The Secret" by focusing on personal journeys toward achieving one's dreams and potential.
  • D. Hero
    Hero is a visually striking 2002 Chinese wuxia film directed by Zhang Yimou, renowned for its stylized martial arts, color symbolism, and exploration of sacrifice and political unity.
  • E. Hero
    Hero is a Finnish television channel known for broadcasting action-packed movies and series, operated alongside Nelonen as part of the same network family.
  • 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_69bd43d9cba4819086c1ab1c2d9d2133 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd632d6150819085bab97021c0235a completed March 20, 2026, 3:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdfafe60548190ae00b13dcdacebcd completed March 21, 2026, 1:57 a.m.
NEDg Description generation batch_69bdfb71da488190ba1fefcd6c047943 completed March 21, 2026, 1:59 a.m.
NED2 Entity disambiguation (via description) batch_69bdfc1ffaec81909fc13b647e2c5fa9 completed March 21, 2026, 2:02 a.m.
Created at: March 20, 2026, 1:15 p.m.