Triple

T3430565
Position Surface form Disambiguated ID Type / Status
Subject Jeffrey Kluger E72325 entity
Predicate notableWork P4 FINISHED
Object 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.
 E356975 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: Simplexity | Statement: [Jeffrey Kluger, notableWork, Simplexity]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Simplexity
Context triple: [Jeffrey Kluger, notableWork, Simplexity]
  • A. Morphosis
    Morphosis is an innovative American architecture firm known for its bold, fragmented forms and experimental, deconstructivist designs.
  • B. Tristero
    Tristero is a mysterious underground postal system and secret organization central to the conspiracy and ambiguity in Thomas Pynchon's novel "The Crying of Lot 49."
  • C. Spiral
    "Spiral" is a notable work by filmmaker Mark Burg, best known as a producer in the horror and thriller genres.
  • D. Spiral
    Spiral is a distinctive modern architectural complex in Tokyo’s Aoyama district known for its spiral ramp design and role as a cultural and commercial hub.
  • E. Ubiquity
    Ubiquity is a jazz-funk band led by vibraphonist Roy Ayers, known for its influential blend of soul, jazz, and funk in the 1970s.
  • 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: Simplexity
Triple: [Jeffrey Kluger, notableWork, Simplexity]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Simplexity
Target entity description: 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.
  • A. Morphosis
    Morphosis is an innovative American architecture firm known for its bold, fragmented forms and experimental, deconstructivist designs.
  • B. Tristero
    Tristero is a mysterious underground postal system and secret organization central to the conspiracy and ambiguity in Thomas Pynchon's novel "The Crying of Lot 49."
  • C. Spiral
    "Spiral" is a notable work by filmmaker Mark Burg, best known as a producer in the horror and thriller genres.
  • D. Spiral
    Spiral is a distinctive modern architectural complex in Tokyo’s Aoyama district known for its spiral ramp design and role as a cultural and commercial hub.
  • E. Ubiquity
    Ubiquity is a jazz-funk band led by vibraphonist Roy Ayers, known for its influential blend of soul, jazz, and funk in the 1970s.
  • 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_69ad85ae14308190bcbc25cfa0246c0b completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb9bd61908190a7bdd01f24334fc3 completed March 8, 2026, 6:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69b3547b1b3481909646bf36e8461ff4 completed March 13, 2026, 12:04 a.m.
NEDg Description generation batch_69b35547a9a881909d754625806cff2a completed March 13, 2026, 12:07 a.m.
NED2 Entity disambiguation (via description) batch_69b355efa89c8190bf9b2eb3c41257b3 completed March 13, 2026, 12:10 a.m.
Created at: March 8, 2026, 3:15 p.m.