Triple

T466224
Position Surface form Disambiguated ID Type / Status
Subject Scottish Enlightenment E8452 entity
Predicate hasKeyFigure P810 FINISHED
Object Joseph Black
Joseph Black was an 18th-century Scottish physician and chemist renowned for his pioneering work on latent heat, specific heat, and carbon dioxide, which laid foundations for modern thermodynamics and physical chemistry.
E58735 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: Joseph Black | Statement: [Scottish Enlightenment, hasKeyFigure, Joseph Black]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Joseph Black
Context triple: [Scottish Enlightenment, hasKeyFigure, Joseph Black]
  • A. Joseph Priestley
    Joseph Priestley was an 18th-century English theologian, political theorist, and pioneering chemist best known for discovering oxygen and advancing the study of gases.
  • B. Henry Cavendish
    Henry Cavendish was an 18th-century British natural philosopher and chemist best known for discovering hydrogen and precisely measuring the density of the Earth.
  • C. William Whewell
    William Whewell was a 19th-century English polymath, philosopher, and historian of science known for coining key scientific terms and shaping the philosophy of scientific method.
  • D. Antoine Lavoisier
    Antoine Lavoisier was an 18th-century French chemist widely regarded as the "father of modern chemistry" for his pioneering work on the law of conservation of mass and the nature of chemical reactions.
  • E. Lord Kelvin
    Lord Kelvin was a pioneering 19th-century physicist and engineer best known for his work on thermodynamics and the absolute temperature scale that bears his name.
  • 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: Joseph Black
Triple: [Scottish Enlightenment, hasKeyFigure, Joseph Black]
Generated description
Joseph Black was an 18th-century Scottish physician and chemist renowned for his pioneering work on latent heat, specific heat, and carbon dioxide, which laid foundations for modern thermodynamics and physical chemistry.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Joseph Black
Target entity description: Joseph Black was an 18th-century Scottish physician and chemist renowned for his pioneering work on latent heat, specific heat, and carbon dioxide, which laid foundations for modern thermodynamics and physical chemistry.
  • A. Joseph Priestley
    Joseph Priestley was an 18th-century English theologian, political theorist, and pioneering chemist best known for discovering oxygen and advancing the study of gases.
  • B. Henry Cavendish
    Henry Cavendish was an 18th-century British natural philosopher and chemist best known for discovering hydrogen and precisely measuring the density of the Earth.
  • C. William Whewell
    William Whewell was a 19th-century English polymath, philosopher, and historian of science known for coining key scientific terms and shaping the philosophy of scientific method.
  • D. Antoine Lavoisier
    Antoine Lavoisier was an 18th-century French chemist widely regarded as the "father of modern chemistry" for his pioneering work on the law of conservation of mass and the nature of chemical reactions.
  • E. Lord Kelvin
    Lord Kelvin was a pioneering 19th-century physicist and engineer best known for his work on thermodynamics and the absolute temperature scale that bears his name.
  • 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_69a2e7f3aeb48190a19453e3a043f486 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2efd6ec708190b78c7f22deb3ca64 completed Feb. 28, 2026, 1:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69a45800a3848190b68db07055a6135b completed March 1, 2026, 3:15 p.m.
NEDg Description generation batch_69a45e2c93988190af6434ebcd546616 completed March 1, 2026, 3:41 p.m.
NED2 Entity disambiguation (via description) batch_69a45ecc6d9481909e57eff882bfca3d completed March 1, 2026, 3:44 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.