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.