Triple

T4521542
Position Surface form Disambiguated ID Type / Status
Subject What Goes Around... Comes Around music video E103280 entity
Predicate director P255 FINISHED
Object Samuel Bayer
Samuel Bayer is an American music video and commercial director best known for his visually distinctive work with major artists like Nirvana, Green Day, and Justin Timberlake, as well as for directing the 2010 remake of "A Nightmare on Elm Street."
E483963 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: Samuel Bayer | Statement: [What Goes Around... Comes Around music video, director, Samuel Bayer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Samuel Bayer
Context triple: [What Goes Around... Comes Around music video, director, Samuel Bayer]
  • A. Joseph Weisbecker
    Joseph Weisbecker was an American engineer and computer designer best known for pioneering early hobbyist microcomputers and educational computing systems in the 1970s.
  • B. August Geiger
    August Geiger was a prominent early 20th-century American architect known for shaping South Florida’s architectural landscape, particularly in Miami.
  • C. Arthur Nebe
    Arthur Nebe was a high-ranking Nazi SS officer and head of the Criminal Police (Kripo) who later commanded Einsatzgruppe B, participating in mass murders on the Eastern Front before becoming involved in the 20 July plot against Hitler and being executed.
  • D. Gustav Riebmann
    Gustav Riebmann is a fictional character from the American prime-time soap opera "Falcon Crest," known for being a powerful and manipulative antagonist.
  • E. Charles Hammann
    Charles Hammann was a U.S. Navy aviator and Medal of Honor recipient from World War I, recognized for his heroism in rescuing a fellow pilot under enemy fire.
  • 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: Samuel Bayer
Triple: [What Goes Around... Comes Around music video, director, Samuel Bayer]
Generated description
Samuel Bayer is an American music video and commercial director best known for his visually distinctive work with major artists like Nirvana, Green Day, and Justin Timberlake, as well as for directing the 2010 remake of "A Nightmare on Elm Street."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Samuel Bayer
Target entity description: Samuel Bayer is an American music video and commercial director best known for his visually distinctive work with major artists like Nirvana, Green Day, and Justin Timberlake, as well as for directing the 2010 remake of "A Nightmare on Elm Street."
  • A. Joseph Weisbecker
    Joseph Weisbecker was an American engineer and computer designer best known for pioneering early hobbyist microcomputers and educational computing systems in the 1970s.
  • B. August Geiger
    August Geiger was a prominent early 20th-century American architect known for shaping South Florida’s architectural landscape, particularly in Miami.
  • C. Arthur Nebe
    Arthur Nebe was a high-ranking Nazi SS officer and head of the Criminal Police (Kripo) who later commanded Einsatzgruppe B, participating in mass murders on the Eastern Front before becoming involved in the 20 July plot against Hitler and being executed.
  • D. Gustav Riebmann
    Gustav Riebmann is a fictional character from the American prime-time soap opera "Falcon Crest," known for being a powerful and manipulative antagonist.
  • E. Charles Hammann
    Charles Hammann was a U.S. Navy aviator and Medal of Honor recipient from World War I, recognized for his heroism in rescuing a fellow pilot under enemy fire.
  • 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_69bd43dba59881908cf59b31df8c7ae1 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd574bd6908190b939d92b5809b101 completed March 20, 2026, 2:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69be89c2485881908797f4a3560a0b04 completed March 21, 2026, 12:06 p.m.
NEDg Description generation batch_69be8aaa3eac8190876fc8c892cb7c3f completed March 21, 2026, 12:10 p.m.
NED2 Entity disambiguation (via description) batch_69be8b164c8c8190b03e7e4892b6aa9e completed March 21, 2026, 12:12 p.m.
Created at: March 20, 2026, 1:02 p.m.