Triple

T7462058
Position Surface form Disambiguated ID Type / Status
Subject Andean bear E176274 entity
Predicate describedBy P264 FINISHED
Object Frédéric Cuvier
Frédéric Cuvier was a 19th-century French zoologist and paleontologist known for his pioneering work in mammalian classification and comparative anatomy.
 E666334 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: Frédéric Cuvier | Statement: [Andean bear, describedBy, Frédéric Cuvier]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Frédéric Cuvier
Context triple: [Andean bear, describedBy, Frédéric Cuvier]
  • A. 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.
  • B. Charles Lucien Bonaparte
    Charles Lucien Bonaparte was a 19th-century French-Italian ornithologist and naturalist, and a prominent member of the Bonaparte family known for his major contributions to bird classification.
  • C. Isidore Geoffroy Saint-Hilaire
    Isidore Geoffroy Saint-Hilaire was a 19th-century French zoologist and anatomist known for his pioneering work in teratology and comparative anatomy, and for continuing and expanding his father Étienne Geoffroy Saint-Hilaire’s research traditions.
  • D. Élisabeth Geoffroy Saint-Hilaire
    Élisabeth Geoffroy Saint-Hilaire was the wife of French naturalist Étienne Geoffroy Saint-Hilaire and a member of the prominent Geoffroy Saint-Hilaire family associated with 19th-century French science.
  • E. Étienne Geoffroy Saint-Hilaire
    Étienne Geoffroy Saint-Hilaire was a pioneering French naturalist and zoologist known for his work on comparative anatomy and his early ideas about the unity of organic composition and species transformism.
  • 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: Frédéric Cuvier
Triple: [Andean bear, describedBy, Frédéric Cuvier]
Generated description
Frédéric Cuvier was a 19th-century French zoologist and paleontologist known for his pioneering work in mammalian classification and comparative anatomy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Frédéric Cuvier
Target entity description: Frédéric Cuvier was a 19th-century French zoologist and paleontologist known for his pioneering work in mammalian classification and comparative anatomy.
  • A. 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.
  • B. Charles Lucien Bonaparte
    Charles Lucien Bonaparte was a 19th-century French-Italian ornithologist and naturalist, and a prominent member of the Bonaparte family known for his major contributions to bird classification.
  • C. Isidore Geoffroy Saint-Hilaire
    Isidore Geoffroy Saint-Hilaire was a 19th-century French zoologist and anatomist known for his pioneering work in teratology and comparative anatomy, and for continuing and expanding his father Étienne Geoffroy Saint-Hilaire’s research traditions.
  • D. Élisabeth Geoffroy Saint-Hilaire
    Élisabeth Geoffroy Saint-Hilaire was the wife of French naturalist Étienne Geoffroy Saint-Hilaire and a member of the prominent Geoffroy Saint-Hilaire family associated with 19th-century French science.
  • E. Étienne Geoffroy Saint-Hilaire
    Étienne Geoffroy Saint-Hilaire was a pioneering French naturalist and zoologist known for his work on comparative anatomy and his early ideas about the unity of organic composition and species transformism.
  • 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_69c69f21632481908bf83f6c6da897e3 completed March 27, 2026, 3:15 p.m.
NER Named-entity recognition batch_69c6f3d6cf8c8190a31cac121d151d78 completed March 27, 2026, 9:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69c83464fc48819086f206f4d6b840ab completed March 28, 2026, 8:04 p.m.
NEDg Description generation batch_69c8355f75908190ae3716f9dbff27ef completed March 28, 2026, 8:09 p.m.
NED2 Entity disambiguation (via description) batch_69c83621b32c8190bd4b289b5f9f1764 completed March 28, 2026, 8:12 p.m.
Created at: March 27, 2026, 3:39 p.m.