Triple

T16677379
Position Surface form Disambiguated ID Type / Status
Subject Survival of the Sickest E405246 entity
Predicate hasPart P35 FINISHED
Object Bait & Switch
Bait & Switch is a chapter from the popular science book "Survival of the Sickest" that explores how seemingly harmful biological traits can actually serve hidden evolutionary purposes.
E1228059 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: Bait & Switch | Statement: [Survival of the Sickest, hasPart, Bait & Switch]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bait & Switch
Context triple: [Survival of the Sickest, hasPart, Bait & Switch]
  • A. Bait and Switch
    "Bait and Switch" is a nonfiction book by Barbara Ehrenreich that critiques the precariousness and illusions of white-collar employment in contemporary American corporate culture.
  • B. Hit the Switch
    "Hit the Switch" is a song by Bright Eyes from their experimental, electronically influenced 2005 album *Digital Ash in a Digital Urn*.
  • C. In and Out
    "In and Out" is a hard-hitting drill/rap track by Chicago rapper Lud Foe that helped raise his profile in the mid-2010s hip-hop scene.
  • D. Flip the Switch
    "Flip the Switch" is a hard-driving rock song by The Rolling Stones, best known as the energetic opening track of their 1997 album *Bridges to Babylon*.
  • E. Two for the Price of One
    "Two for the Price of One" is a synth-pop song by the Swedish group ABBA, featured on their 1981 studio album "The Visitors."
  • 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: Bait & Switch
Triple: [Survival of the Sickest, hasPart, Bait & Switch]
Generated description
Bait & Switch is a chapter from the popular science book "Survival of the Sickest" that explores how seemingly harmful biological traits can actually serve hidden evolutionary purposes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bait & Switch
Target entity description: Bait & Switch is a chapter from the popular science book "Survival of the Sickest" that explores how seemingly harmful biological traits can actually serve hidden evolutionary purposes.
  • A. Bait and Switch
    "Bait and Switch" is a nonfiction book by Barbara Ehrenreich that critiques the precariousness and illusions of white-collar employment in contemporary American corporate culture.
  • B. Hit the Switch
    "Hit the Switch" is a song by Bright Eyes from their experimental, electronically influenced 2005 album *Digital Ash in a Digital Urn*.
  • C. In and Out
    "In and Out" is a hard-hitting drill/rap track by Chicago rapper Lud Foe that helped raise his profile in the mid-2010s hip-hop scene.
  • D. Flip the Switch
    "Flip the Switch" is a hard-driving rock song by The Rolling Stones, best known as the energetic opening track of their 1997 album *Bridges to Babylon*.
  • E. Two for the Price of One
    "Two for the Price of One" is a synth-pop song by the Swedish group ABBA, featured on their 1981 studio album "The Visitors."
  • 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_69d8838c28748190b3f5967c743940ab completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e37d6c805c81909fbe4fcb20eedbe1 completed April 18, 2026, 12:47 p.m.
NED1 Entity disambiguation (via context triple) batch_6a008a3c79888190b6ddd55b91d97183 completed May 10, 2026, 1:38 p.m.
NEDg Description generation batch_6a008b5135788190af6cfca6cb333d26 completed May 10, 2026, 1:42 p.m.
NED2 Entity disambiguation (via description) batch_6a008bee78248190b920d780bcbd3032 completed May 10, 2026, 1:45 p.m.
Created at: April 10, 2026, 5:19 a.m.