Triple
T16668905
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Essays on Geochemistry |
E405052
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
Vernadsky’s scientific legacy
Vernadsky’s scientific legacy encompasses his pioneering work in geochemistry and biogeochemistry, which transformed understanding of Earth as a dynamic, interconnected system shaped by both geological and biological processes.
|
E1227778
|
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: Vernadsky’s scientific legacy | Statement: [Essays on Geochemistry, partOf, Vernadsky’s scientific legacy]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Vernadsky’s scientific legacy Context triple: [Essays on Geochemistry, partOf, Vernadsky’s scientific legacy]
-
A.
Gaia hypothesis
The Gaia hypothesis is a scientific theory proposing that Earth’s living organisms and their inorganic surroundings interact to form a self-regulating, complex system that helps maintain conditions suitable for life.
-
B.
Gaia: A New Look at Life on Earth
"Gaia: A New Look at Life on Earth" is James Lovelock’s influential book that introduces the Gaia hypothesis, proposing that Earth functions as a self-regulating, living system.
-
C.
Facing Gaia: Eight Lectures on the New Climatic Regime
"Facing Gaia: Eight Lectures on the New Climatic Regime" is a philosophical work by Bruno Latour that rethinks humanity’s relationship with the Earth in the context of climate change and the Anthropocene.
-
D.
Slobodkin
Slobodkin is a surname most notably associated with Lawrence B. Slobodkin, an influential American ecologist and pioneer in modern ecological theory.
-
E.
The Age of the Earth
The Age of the Earth is a landmark 20th-century geology book that helped establish modern estimates of Earth’s age using radiometric dating methods.
- 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: Vernadsky’s scientific legacy Triple: [Essays on Geochemistry, partOf, Vernadsky’s scientific legacy]
Generated description
Vernadsky’s scientific legacy encompasses his pioneering work in geochemistry and biogeochemistry, which transformed understanding of Earth as a dynamic, interconnected system shaped by both geological and biological processes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Vernadsky’s scientific legacy Target entity description: Vernadsky’s scientific legacy encompasses his pioneering work in geochemistry and biogeochemistry, which transformed understanding of Earth as a dynamic, interconnected system shaped by both geological and biological processes.
-
A.
Gaia hypothesis
The Gaia hypothesis is a scientific theory proposing that Earth’s living organisms and their inorganic surroundings interact to form a self-regulating, complex system that helps maintain conditions suitable for life.
-
B.
Gaia: A New Look at Life on Earth
"Gaia: A New Look at Life on Earth" is James Lovelock’s influential book that introduces the Gaia hypothesis, proposing that Earth functions as a self-regulating, living system.
-
C.
Facing Gaia: Eight Lectures on the New Climatic Regime
"Facing Gaia: Eight Lectures on the New Climatic Regime" is a philosophical work by Bruno Latour that rethinks humanity’s relationship with the Earth in the context of climate change and the Anthropocene.
-
D.
Slobodkin
Slobodkin is a surname most notably associated with Lawrence B. Slobodkin, an influential American ecologist and pioneer in modern ecological theory.
-
E.
The Age of the Earth
The Age of the Earth is a landmark 20th-century geology book that helped establish modern estimates of Earth’s age using radiometric dating methods.
- 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_69d8838b5fbc81908c6575c132b82e80 |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e37c9fa3d081909457b1bdea1d96e0 |
completed | April 18, 2026, 12:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a008a34852c81908c00ff8e36923cee |
completed | May 10, 2026, 1:37 p.m. |
| NEDg | Description generation | batch_6a008abfcb4481908efb8a1cb3c0086e |
completed | May 10, 2026, 1:40 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a008b55b28c8190bb2d63c7fe0db2cc |
completed | May 10, 2026, 1:42 p.m. |
Created at: April 10, 2026, 5:18 a.m.