Triple
T915318
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Stephen Hubbell |
E19755
|
entity |
| Predicate | notableFor |
P22
|
FINISHED |
| Object |
Unified Neutral Theory of Biodiversity and Biogeography
Unified Neutral Theory of Biodiversity and Biogeography is an influential ecological theory proposing that biodiversity patterns and species abundances can be explained by assuming ecological equivalence among individuals regardless of species.
|
E108332
|
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: Unified Neutral Theory of Biodiversity and Biogeography | Statement: [Stephen Hubbell, notableFor, Unified Neutral Theory of Biodiversity and Biogeography]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Unified Neutral Theory of Biodiversity and Biogeography Context triple: [Stephen Hubbell, notableFor, Unified Neutral Theory of Biodiversity and Biogeography]
-
A.
The Theory of Island Biogeography
The Theory of Island Biogeography is a foundational ecological work that explains how species richness on islands is shaped by the balance between immigration and extinction, profoundly influencing modern conservation biology and biogeography.
-
B.
Acquiring Genomes: A Theory of the Origins of Species
Acquiring Genomes: A Theory of the Origins of Species is a scientific book by Lynn Margulis that advances the idea that symbiosis and the merging of genomes are central drivers of evolutionary innovation and the formation of new species.
-
C.
Wallace Line concept in biogeography
The Wallace Line concept in biogeography is a major faunal boundary in Southeast Asia that marks a sharp division between Asian and Australasian species distributions.
-
D.
The Diversity of Life
The Diversity of Life is a landmark book by biologist Edward O. Wilson that explores the richness of Earth’s species, the processes that generate biodiversity, and the threats posed by human activity.
-
E.
Evolution: The Modern Synthesis
Evolution: The Modern Synthesis is Julian Huxley’s influential 1942 book that helped popularize and articulate the unified, gene-centered framework of modern evolutionary theory.
- 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: Unified Neutral Theory of Biodiversity and Biogeography Triple: [Stephen Hubbell, notableFor, Unified Neutral Theory of Biodiversity and Biogeography]
Generated description
Unified Neutral Theory of Biodiversity and Biogeography is an influential ecological theory proposing that biodiversity patterns and species abundances can be explained by assuming ecological equivalence among individuals regardless of species.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Unified Neutral Theory of Biodiversity and Biogeography Target entity description: Unified Neutral Theory of Biodiversity and Biogeography is an influential ecological theory proposing that biodiversity patterns and species abundances can be explained by assuming ecological equivalence among individuals regardless of species.
-
A.
The Theory of Island Biogeography
The Theory of Island Biogeography is a foundational ecological work that explains how species richness on islands is shaped by the balance between immigration and extinction, profoundly influencing modern conservation biology and biogeography.
-
B.
Acquiring Genomes: A Theory of the Origins of Species
Acquiring Genomes: A Theory of the Origins of Species is a scientific book by Lynn Margulis that advances the idea that symbiosis and the merging of genomes are central drivers of evolutionary innovation and the formation of new species.
-
C.
Wallace Line concept in biogeography
The Wallace Line concept in biogeography is a major faunal boundary in Southeast Asia that marks a sharp division between Asian and Australasian species distributions.
-
D.
The Diversity of Life
The Diversity of Life is a landmark book by biologist Edward O. Wilson that explores the richness of Earth’s species, the processes that generate biodiversity, and the threats posed by human activity.
-
E.
Evolution: The Modern Synthesis
Evolution: The Modern Synthesis is Julian Huxley’s influential 1942 book that helped popularize and articulate the unified, gene-centered framework of modern evolutionary theory.
- 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_69a4939f91a08190ba68c2c81eab90fe |
completed | March 1, 2026, 7:29 p.m. |
| NER | Named-entity recognition | batch_69a4b2f789108190815fd1efbd6cc24f |
completed | March 1, 2026, 9:43 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a7cf6062e48190ad7efca6da7d0445 |
completed | March 4, 2026, 6:21 a.m. |
| NEDg | Description generation | batch_69a7cfd126f48190bff81a9c2d3781f0 |
completed | March 4, 2026, 6:23 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a7d05886c081909e6453d766540720 |
completed | March 4, 2026, 6:25 a.m. |
Created at: March 1, 2026, 7:39 p.m.