Triple

T1036352

Position	Surface form	Disambiguated ID	Type / Status
Subject	James Hutton	`E22371`	entity
Predicate	knownFor	`P22`	FINISHED
Object	theory of uniformitarianism The theory of uniformitarianism is a foundational geological principle stating that the same natural processes observed shaping the Earth today have operated in much the same way throughout deep geological time.	`E122068`	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 uniformitarianism | Statement: [James Hutton, knownFor, theory of uniformitarianism]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: theory of uniformitarianism
Context triple: [James Hutton, knownFor, theory of uniformitarianism]

A. Principles of Geology
Principles of Geology is Charles Lyell’s landmark 19th-century work that popularized uniformitarianism and fundamentally shaped modern geological science and Charles Darwin’s thinking on Earth’s history.
B. 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.
C. ages of the world (Weltalter) theory
The ages of the world (Weltalter) theory is Schelling’s speculative philosophical account of cosmic and historical development, portraying reality as unfolding through successive epochs that reveal the dynamic relationship between God, nature, and human freedom.
D. Lamarckism
Lamarckism is an early evolutionary theory proposing that organisms can pass on traits acquired during their lifetime to their offspring, emphasizing use and disuse of organs as drivers of change.
E. Darwinism
Darwinism is the scientific theory of biological evolution by natural selection, explaining how species change over time through heritable variation and differential survival and reproduction.
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 uniformitarianism
Triple: [James Hutton, knownFor, theory of uniformitarianism]

Generated description

The theory of uniformitarianism is a foundational geological principle stating that the same natural processes observed shaping the Earth today have operated in much the same way throughout deep geological time.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: theory of uniformitarianism
Target entity description: The theory of uniformitarianism is a foundational geological principle stating that the same natural processes observed shaping the Earth today have operated in much the same way throughout deep geological time.

A. Principles of Geology
Principles of Geology is Charles Lyell’s landmark 19th-century work that popularized uniformitarianism and fundamentally shaped modern geological science and Charles Darwin’s thinking on Earth’s history.
B. 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.
C. ages of the world (Weltalter) theory
The ages of the world (Weltalter) theory is Schelling’s speculative philosophical account of cosmic and historical development, portraying reality as unfolding through successive epochs that reveal the dynamic relationship between God, nature, and human freedom.
D. Lamarckism
Lamarckism is an early evolutionary theory proposing that organisms can pass on traits acquired during their lifetime to their offspring, emphasizing use and disuse of organs as drivers of change.
E. Darwinism
Darwinism is the scientific theory of biological evolution by natural selection, explaining how species change over time through heritable variation and differential survival and reproduction.
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_69a493d848848190aed4011b34b2e8d3`	completed	March 1, 2026, 7:30 p.m.
NER	Named-entity recognition	`batch_69a4b82a1014819085bfc077e24c9742`	completed	March 1, 2026, 10:05 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69ac3bc378fc8190846d5ffce73371dd`	completed	March 7, 2026, 2:52 p.m.
NEDg	Description generation	`batch_69ac3df28858819091c594a9cb2aab07`	completed	March 7, 2026, 3:02 p.m.
NED2	Entity disambiguation (via description)	`batch_69ac3e5b716c8190b95fde14ee6c434a`	completed	March 7, 2026, 3:03 p.m.

Created at: March 1, 2026, 7:41 p.m.