Triple

T11338587
Position Surface form Disambiguated ID Type / Status
Subject John Green E268535 entity
Predicate cofounderOf P4562 FINISHED
Object Complexly
Complexly is an educational media company that produces a wide range of informative YouTube channels and digital content on science, history, literature, and more.
 E919909 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: Complexly | Statement: [John Green, cofounderOf, Complexly]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Complexly
Context triple: [John Green, cofounderOf, Complexly]
  • A. Complex 90
    Complex 90 is a hardboiled crime novel featuring private detective Mike Hammer in a Cold War-era espionage and conspiracy plot.
  • B. Simplexity
    Simplexity is a popular science book by Jeffrey Kluger that explores how complex systems can arise from simple rules and how seemingly simple situations can hide surprising complexity.
  • C. Bewildered
    "Bewildered" is a soulful ballad popularized by James Brown and The Famous Flames, known for its emotional vocals and classic R&B arrangement.
  • D. Meantime
    Meantime is Helmet’s influential 1992 heavy metal album known for its precise, riff-driven sound and impact on alternative and post-hardcore music.
  • E. Meantime
    Meantime is a 1983 British television film directed by Mike Leigh that portrays the bleak lives of a working-class family in Thatcher-era London.
  • 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: Complexly
Triple: [John Green, cofounderOf, Complexly]
Generated description
Complexly is an educational media company that produces a wide range of informative YouTube channels and digital content on science, history, literature, and more.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Complexly
Target entity description: Complexly is an educational media company that produces a wide range of informative YouTube channels and digital content on science, history, literature, and more.
  • A. Complex 90
    Complex 90 is a hardboiled crime novel featuring private detective Mike Hammer in a Cold War-era espionage and conspiracy plot.
  • B. Simplexity
    Simplexity is a popular science book by Jeffrey Kluger that explores how complex systems can arise from simple rules and how seemingly simple situations can hide surprising complexity.
  • C. Bewildered
    "Bewildered" is a soulful ballad popularized by James Brown and The Famous Flames, known for its emotional vocals and classic R&B arrangement.
  • D. Meantime
    Meantime is Helmet’s influential 1992 heavy metal album known for its precise, riff-driven sound and impact on alternative and post-hardcore music.
  • E. Meantime
    Meantime is a 1983 British television film directed by Mike Leigh that portrays the bleak lives of a working-class family in Thatcher-era London.
  • 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_69d6aacb1f0881908c84a349fd1be047 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7ea008b5081908e6c6c6fc29ef936 completed April 9, 2026, 6:03 p.m.
NED1 Entity disambiguation (via context triple) batch_69e5433d3e848190ad4f51c23d5a8bb2 completed April 19, 2026, 9:03 p.m.
NEDg Description generation batch_69e5474879088190990468d960b26739 completed April 19, 2026, 9:21 p.m.
NED2 Entity disambiguation (via description) batch_69e54eccdd3881908536ee3f9f4ef516 completed April 19, 2026, 9:53 p.m.
Created at: April 8, 2026, 9:33 p.m.