Triple

T16082596
Position Surface form Disambiguated ID Type / Status
Subject Bye Bye Bye E390145 entity
Predicate writer P1360 FINISHED
Object Jake Schulze
Jake Schulze is a songwriter best known for co-writing the hit pop single "Bye Bye Bye," popularized by the boy band *NSYNC.
 E1194211 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: Jake Schulze | Statement: [Bye Bye Bye, writer, Jake Schulze]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Jake Schulze
Context triple: [Bye Bye Bye, writer, Jake Schulze]
  • A. Jake Schulze
    Jake Schulze is a music producer best known for his work on the pop album "No Strings Attached."
  • B. Jake Schulze
    Jake Schulze is a music producer best known for his work on Britney Spears' hit album "Oops!... I Did It Again."
  • C. Christopher Scholz
    Christopher Scholz is a prominent geophysicist renowned for his influential work on the mechanics of earthquakes and faulting.
  • D. Mark Schultz
    Mark Schultz is an American Olympic gold medal–winning wrestler whose life and career were dramatized in the film "Foxcatcher."
  • E. Mark Schultz
    Mark Schultz is an American singer-songwriter known for his contemporary Christian music and inspirational storytelling through songs.
  • 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: Jake Schulze
Triple: [Bye Bye Bye, writer, Jake Schulze]
Generated description
Jake Schulze is a songwriter best known for co-writing the hit pop single "Bye Bye Bye," popularized by the boy band *NSYNC.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Jake Schulze
Target entity description: Jake Schulze is a songwriter best known for co-writing the hit pop single "Bye Bye Bye," popularized by the boy band *NSYNC.
  • A. Jake Schulze
    Jake Schulze is a music producer best known for his work on Britney Spears' hit album "Oops!... I Did It Again."
  • B. Jake Schulze
    Jake Schulze is a music producer best known for his work on the pop album "No Strings Attached."
  • C. Christopher Scholz
    Christopher Scholz is a prominent geophysicist renowned for his influential work on the mechanics of earthquakes and faulting.
  • D. Mark Schultz
    Mark Schultz is an American Olympic gold medal–winning wrestler whose life and career were dramatized in the film "Foxcatcher."
  • E. Mark Schultz
    Mark Schultz is an American singer-songwriter known for his contemporary Christian music and inspirational storytelling through songs.
  • 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_69d86daf32ec8190a8c0466c8f49c3c0 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e1844b86288190ad0452aad6bdd5fb completed April 17, 2026, 12:52 a.m.
NED1 Entity disambiguation (via context triple) batch_69ffeb917b008190b1680b347cfa0892 completed May 10, 2026, 2:21 a.m.
NEDg Description generation batch_69ffecb8c71481908b4913bb078b6415 completed May 10, 2026, 2:26 a.m.
NED2 Entity disambiguation (via description) batch_69ffed469a5c8190932fa4ebc44358c4 completed May 10, 2026, 2:28 a.m.
Created at: April 10, 2026, 4:57 a.m.