Triple

T6429056
Position Surface form Disambiguated ID Type / Status
Subject Francis Galton E128131 entity
Predicate notableWork P4 FINISHED
Object Natural Inheritance
Natural Inheritance is an 1889 scientific work by Francis Galton that helped establish the statistical study of heredity and laid foundations for modern genetics and eugenics.
E592484 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: Natural Inheritance | Statement: [Francis Galton, notableWork, Natural Inheritance]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Natural Inheritance
Context triple: [Francis Galton, notableWork, Natural Inheritance]
  • A. Human Nature
    "Human Nature" is a classic pop and R&B ballad by Michael Jackson, renowned for its smooth melody and introspective lyrics about curiosity and emotional vulnerability.
  • B. Human Nature
    Human Nature is a 2001 comedy-drama film directed by Michel Gondry and written by Charlie Kaufman that explores the clash between civilization and primal instincts through a bizarre love triangle involving a woman with excessive body hair and a man raised in the wild.
  • C. The Concept of Nature
    The Concept of Nature is a 1920 philosophical work by Alfred North Whitehead that analyzes the relationship between nature, perception, and scientific description, laying groundwork for his later process philosophy.
  • D. On Nature
    On Nature is a lost philosophical treatise by the pre-Socratic thinker Anaxagoras that outlined his cosmology, including the role of Mind (Nous) in ordering the universe.
  • E. On Nature
    On Nature is a lost philosophical treatise by the pre-Socratic thinker Anaximander, in which he is believed to have explored early cosmology, metaphysics, and the principles underlying the natural world.
  • 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: Natural Inheritance
Triple: [Francis Galton, notableWork, Natural Inheritance]
Generated description
Natural Inheritance is an 1889 scientific work by Francis Galton that helped establish the statistical study of heredity and laid foundations for modern genetics and eugenics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Natural Inheritance
Target entity description: Natural Inheritance is an 1889 scientific work by Francis Galton that helped establish the statistical study of heredity and laid foundations for modern genetics and eugenics.
  • A. Human Nature
    "Human Nature" is a classic pop and R&B ballad by Michael Jackson, renowned for its smooth melody and introspective lyrics about curiosity and emotional vulnerability.
  • B. Human Nature
    Human Nature is a 2001 comedy-drama film directed by Michel Gondry and written by Charlie Kaufman that explores the clash between civilization and primal instincts through a bizarre love triangle involving a woman with excessive body hair and a man raised in the wild.
  • C. The Concept of Nature
    The Concept of Nature is a 1920 philosophical work by Alfred North Whitehead that analyzes the relationship between nature, perception, and scientific description, laying groundwork for his later process philosophy.
  • D. On Nature
    On Nature is a lost philosophical treatise by the pre-Socratic thinker Anaxagoras that outlined his cosmology, including the role of Mind (Nous) in ordering the universe.
  • E. On Nature
    On Nature is a lost philosophical treatise by the pre-Socratic thinker Anaximander, in which he is believed to have explored early cosmology, metaphysics, and the principles underlying the natural world.
  • 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_69c00838de888190af2eec0b80495efa completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c06923b12081908a09543450b88c24 completed March 22, 2026, 10:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69c640e678608190b5a1dcd1076bc1f2 completed March 27, 2026, 8:33 a.m.
NEDg Description generation batch_69c641d6024c8190996aae40851a3b73 completed March 27, 2026, 8:37 a.m.
NED2 Entity disambiguation (via description) batch_69c6425e0a348190bc1eb90eb8c00597 completed March 27, 2026, 8:39 a.m.
Created at: March 22, 2026, 4:44 p.m.