Triple
T80953
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Charles Lyell |
E1625
|
entity |
| Predicate | influencedBy |
P9
|
FINISHED |
| Object |
James Hutton
James Hutton was an 18th-century Scottish geologist often called the "father of modern geology" for developing the theory of uniformitarianism and recognizing the immense age of the Earth.
|
E22371
|
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: James Hutton | Statement: [Charles Lyell, influencedBy, James Hutton]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: James Hutton Context triple: [Charles Lyell, influencedBy, James Hutton]
-
A.
Charles Lyell
Charles Lyell was a pioneering 19th-century Scottish geologist whose work on uniformitarianism and deep geological time profoundly shaped modern geology and influenced evolutionary thinkers.
-
B.
Erasmus Darwin
Erasmus Darwin was an 18th-century English physician, natural philosopher, and poet who proposed early ideas about biological evolution and influenced later evolutionary thought.
-
C.
Alexander von Humboldt
Alexander von Humboldt was a pioneering 18th–19th century Prussian naturalist and explorer whose integrative studies of nature helped lay the foundations of modern biogeography and deeply shaped later scientists such as Charles Darwin.
-
D.
William Smith
William Smith was an 18th-century American minister and the father of Abigail Adams, who became the second First Lady of the United States.
-
E.
Louis Agassiz
Louis Agassiz was a 19th-century Swiss-American naturalist and geologist known for his pioneering work on glaciation and influential but controversial views on biology and race.
- 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: James Hutton Triple: [Charles Lyell, influencedBy, James Hutton]
Generated description
James Hutton was an 18th-century Scottish geologist often called the "father of modern geology" for developing the theory of uniformitarianism and recognizing the immense age of the Earth.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: James Hutton Target entity description: James Hutton was an 18th-century Scottish geologist often called the "father of modern geology" for developing the theory of uniformitarianism and recognizing the immense age of the Earth.
-
A.
Charles Lyell
Charles Lyell was a pioneering 19th-century Scottish geologist whose work on uniformitarianism and deep geological time profoundly shaped modern geology and influenced evolutionary thinkers.
-
B.
Erasmus Darwin
Erasmus Darwin was an 18th-century English physician, natural philosopher, and poet who proposed early ideas about biological evolution and influenced later evolutionary thought.
-
C.
Alexander von Humboldt
Alexander von Humboldt was a pioneering 18th–19th century Prussian naturalist and explorer whose integrative studies of nature helped lay the foundations of modern biogeography and deeply shaped later scientists such as Charles Darwin.
-
D.
William Smith
William Smith was an 18th-century American minister and the father of Abigail Adams, who became the second First Lady of the United States.
-
E.
Louis Agassiz
Louis Agassiz was a 19th-century Swiss-American naturalist and geologist known for his pioneering work on glaciation and influential but controversial views on biology and race.
- 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_69a24c60d19c8190a1b6c105ca59ef5b |
completed | Feb. 28, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69a24f354d088190972791051d2d99f8 |
completed | Feb. 28, 2026, 2:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a2ee84cbd08190a0eda3a148aea6c5 |
completed | Feb. 28, 2026, 1:32 p.m. |
| NEDg | Description generation | batch_69a2ef6038d48190be83def420fd413a |
completed | Feb. 28, 2026, 1:36 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a2efd449248190852c10b31f551bbd |
completed | Feb. 28, 2026, 1:38 p.m. |
Created at: Feb. 28, 2026, 2:06 a.m.