Triple

T4396161
Position Surface form Disambiguated ID Type / Status
Subject Stephen Jay Gould E99492 entity
Predicate notableFor P22 FINISHED
Object theory of punctuated equilibrium
The theory of punctuated equilibrium is an evolutionary model proposing that species remain relatively unchanged for long periods, interrupted by brief, rapid bursts of significant evolutionary change often associated with speciation events.
E436721 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: theory of punctuated equilibrium | Statement: [Stephen Jay Gould, notableFor, theory of punctuated equilibrium]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: theory of punctuated equilibrium
Context triple: [Stephen Jay Gould, notableFor, theory of punctuated equilibrium]
  • A. shifting balance theory
    Shifting balance theory is an evolutionary framework proposed by Sewall Wright that explains how genetic drift, selection, and gene flow interact across subdivided populations to drive adaptive evolution.
  • B. The Causes of Evolution
    The Causes of Evolution is a foundational 1932 book by geneticist J. B. S. Haldane that helped establish the modern synthesis by mathematically integrating Mendelian genetics with Darwinian natural selection.
  • C. modern evolutionary synthesis
    Modern evolutionary synthesis is the 20th-century unification of Darwin’s theory of natural selection with Mendelian genetics, forming the foundational framework of modern evolutionary biology.
  • D. Evolution
    "Evolution" is a film featuring actress Katharine Towne, known as one of her more prominent screen roles.
  • E. Evolution
    "Evolution" is a 2001 studio album by the American R&B group Journey, showcasing a blend of rock and melodic ballads that helped define their classic sound.
  • 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: theory of punctuated equilibrium
Triple: [Stephen Jay Gould, notableFor, theory of punctuated equilibrium]
Generated description
The theory of punctuated equilibrium is an evolutionary model proposing that species remain relatively unchanged for long periods, interrupted by brief, rapid bursts of significant evolutionary change often associated with speciation events.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: theory of punctuated equilibrium
Target entity description: The theory of punctuated equilibrium is an evolutionary model proposing that species remain relatively unchanged for long periods, interrupted by brief, rapid bursts of significant evolutionary change often associated with speciation events.
  • A. shifting balance theory
    Shifting balance theory is an evolutionary framework proposed by Sewall Wright that explains how genetic drift, selection, and gene flow interact across subdivided populations to drive adaptive evolution.
  • B. The Causes of Evolution
    The Causes of Evolution is a foundational 1932 book by geneticist J. B. S. Haldane that helped establish the modern synthesis by mathematically integrating Mendelian genetics with Darwinian natural selection.
  • C. modern evolutionary synthesis
    Modern evolutionary synthesis is the 20th-century unification of Darwin’s theory of natural selection with Mendelian genetics, forming the foundational framework of modern evolutionary biology.
  • D. Evolution
    "Evolution" is a film featuring actress Katharine Towne, known as one of her more prominent screen roles.
  • E. Evolution
    "Evolution" is a 2001 studio album by the American R&B group Journey, showcasing a blend of rock and melodic ballads that helped define their classic sound.
  • 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_69b345506b408190b0e3dee616738a7d completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b352ab928c81909f4406d5df3e081b completed March 12, 2026, 11:56 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5e536e1848190a2517ab351adfe48 completed March 14, 2026, 10:46 p.m.
NEDg Description generation batch_69b5eeaf35348190a1611f5b04baed1f completed March 14, 2026, 11:26 p.m.
NED2 Entity disambiguation (via description) batch_69b5ef5c7e0c819080b0e8914dcd6568 completed March 14, 2026, 11:29 p.m.
Created at: March 12, 2026, 11:20 p.m.