Triple

T16074806
Position Surface form Disambiguated ID Type / Status
Subject The Blind Watchmaker E389954 entity
Predicate hasChapter P35 FINISHED
Object Accumulating Small Change
"Accumulating Small Change" is a chapter in Richard Dawkins' book *The Blind Watchmaker* that explains how complex biological structures can arise through the gradual accumulation of small evolutionary changes.
 E1192272 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: Accumulating Small Change | Statement: [The Blind Watchmaker, hasChapter, Accumulating Small Change]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Accumulating Small Change
Context triple: [The Blind Watchmaker, hasChapter, Accumulating Small Change]
  • A. Small Change
    Small Change is a 1976 French film by François Truffaut that tenderly portrays the everyday lives and emotional worlds of children in a small town.
  • B. Small Change
    Small Change is a 1976 Tom Waits album known for its jazz-inflected, piano-driven songs and vivid, noir-style storytelling.
  • C. Keep Your Money
    "Keep Your Money" is a song performed by the fictional musician Jamal Lyon from the television series "Empire," reflecting his struggles with family, fame, and artistic integrity.
  • D. The Value of Money
    "The Value of Money" is an economic work by Prabhat Patnaik that critically examines the nature, role, and dynamics of money within capitalist economies.
  • E. One Dime at a Time
    "One Dime at a Time" is a bluegrass song by the Steep Canyon Rangers that showcases their traditional acoustic style and tight vocal harmonies.
  • 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: Accumulating Small Change
Triple: [The Blind Watchmaker, hasChapter, Accumulating Small Change]
Generated description
"Accumulating Small Change" is a chapter in Richard Dawkins' book *The Blind Watchmaker* that explains how complex biological structures can arise through the gradual accumulation of small evolutionary changes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Accumulating Small Change
Target entity description: "Accumulating Small Change" is a chapter in Richard Dawkins' book *The Blind Watchmaker* that explains how complex biological structures can arise through the gradual accumulation of small evolutionary changes.
  • A. Small Change
    Small Change is a 1976 French film by François Truffaut that tenderly portrays the everyday lives and emotional worlds of children in a small town.
  • B. Small Change
    Small Change is a 1976 Tom Waits album known for its jazz-inflected, piano-driven songs and vivid, noir-style storytelling.
  • C. Keep Your Money
    "Keep Your Money" is a song performed by the fictional musician Jamal Lyon from the television series "Empire," reflecting his struggles with family, fame, and artistic integrity.
  • D. The Value of Money
    "The Value of Money" is an economic work by Prabhat Patnaik that critically examines the nature, role, and dynamics of money within capitalist economies.
  • E. One Dime at a Time
    "One Dime at a Time" is a bluegrass song by the Steep Canyon Rangers that showcases their traditional acoustic style and tight vocal harmonies.
  • 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_69e183c0e4388190b4b9b86e1c38f184 completed April 17, 2026, 12:50 a.m.
NED1 Entity disambiguation (via context triple) batch_69ffe48715e48190a493d1e373dc7c5f completed May 10, 2026, 1:51 a.m.
NEDg Description generation batch_69ffe5407d408190b6c5ac22f2e62026 completed May 10, 2026, 1:54 a.m.
NED2 Entity disambiguation (via description) batch_69ffe5d294c88190b60b9654899b5149 completed May 10, 2026, 1:56 a.m.
Created at: April 10, 2026, 4:57 a.m.