Triple

T235493
Position Surface form Disambiguated ID Type / Status
Subject Louis Agassiz E4499 entity
Predicate influencedBy P9 FINISHED
Object Georges Cuvier
Georges Cuvier was a pioneering French naturalist and zoologist regarded as the founder of comparative anatomy and paleontology, known for establishing extinction as a scientific fact.
E30539 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: Georges Cuvier | Statement: [Louis Agassiz, influencedBy, Georges Cuvier]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Georges Cuvier
Context triple: [Louis Agassiz, influencedBy, Georges Cuvier]
  • A. 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.
  • B. 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.
  • C. Thomas Henry Huxley
    Thomas Henry Huxley was a 19th-century English biologist and public intellectual known as “Darwin’s Bulldog” for his vigorous advocacy of evolutionary theory and his contributions to comparative anatomy and science education.
  • D. Augustin Pyramus de Candolle
    Augustin Pyramus de Candolle was a prominent 19th-century Swiss botanist known for pioneering work in plant taxonomy and for developing an influential natural system of plant classification.
  • E. Ernst Haeckel
    Ernst Haeckel was a German biologist, naturalist, and philosopher known for his influential work in evolutionary theory, detailed biological illustrations, and the popularization of Darwin’s ideas in continental Europe.
  • 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: Georges Cuvier
Triple: [Louis Agassiz, influencedBy, Georges Cuvier]
Generated description
Georges Cuvier was a pioneering French naturalist and zoologist regarded as the founder of comparative anatomy and paleontology, known for establishing extinction as a scientific fact.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Georges Cuvier
Target entity description: Georges Cuvier was a pioneering French naturalist and zoologist regarded as the founder of comparative anatomy and paleontology, known for establishing extinction as a scientific fact.
  • A. 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.
  • B. 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.
  • C. Thomas Henry Huxley
    Thomas Henry Huxley was a 19th-century English biologist and public intellectual known as “Darwin’s Bulldog” for his vigorous advocacy of evolutionary theory and his contributions to comparative anatomy and science education.
  • D. Augustin Pyramus de Candolle
    Augustin Pyramus de Candolle was a prominent 19th-century Swiss botanist known for pioneering work in plant taxonomy and for developing an influential natural system of plant classification.
  • E. Ernst Haeckel
    Ernst Haeckel was a German biologist, naturalist, and philosopher known for his influential work in evolutionary theory, detailed biological illustrations, and the popularization of Darwin’s ideas in continental Europe.
  • 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_69a257363ffc81909757bde7ab3404da completed Feb. 28, 2026, 2:47 a.m.
NER Named-entity recognition batch_69a25ccab7648190be6e4f5febc1e313 completed Feb. 28, 2026, 3:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69a3673474548190aea1f43318d15a71 completed Feb. 28, 2026, 10:07 p.m.
NEDg Description generation batch_69a367bc6cb48190b5bc588db0833474 completed Feb. 28, 2026, 10:10 p.m.
NED2 Entity disambiguation (via description) batch_69a3681d99a881908ea8d2632ba2aab1 completed Feb. 28, 2026, 10:11 p.m.
Created at: Feb. 28, 2026, 2:53 a.m.