Triple

T110370
Position Surface form Disambiguated ID Type / Status
Subject Industrial Revolution E2234 entity
Predicate hasKeyFigure P810 FINISHED
Object Richard Arkwright
Richard Arkwright was an English inventor and entrepreneur whose development of water-powered spinning machinery and factory-based textile production made him a pivotal figure in the early Industrial Revolution.
E11793 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: Richard Arkwright | Statement: [Industrial Revolution, hasKeyFigure, Richard Arkwright]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Richard Arkwright
Context triple: [Industrial Revolution, hasKeyFigure, Richard Arkwright]
  • A. James Watt
    James Watt was an 18th-century Scottish engineer and inventor whose improvements to the steam engine were crucial in driving the Industrial Revolution.
  • B. spinning jenny
    The spinning jenny was a multi-spindle spinning frame that dramatically increased yarn production and helped transform textile manufacturing during the early Industrial Revolution.
  • C. Henry Bessemer
    Henry Bessemer was a 19th-century English inventor and engineer best known for developing the Bessemer process, which revolutionized mass steel production.
  • D. William Armstrong
    William Armstrong is a common name shared by several notable individuals, including engineers, politicians, and athletes, whose specific identity depends on the context in which the name appears.
  • E. 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.
  • 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: Richard Arkwright
Triple: [Industrial Revolution, hasKeyFigure, Richard Arkwright]
Generated description
Richard Arkwright was an English inventor and entrepreneur whose development of water-powered spinning machinery and factory-based textile production made him a pivotal figure in the early Industrial Revolution.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Richard Arkwright
Target entity description: Richard Arkwright was an English inventor and entrepreneur whose development of water-powered spinning machinery and factory-based textile production made him a pivotal figure in the early Industrial Revolution.
  • A. James Watt
    James Watt was an 18th-century Scottish engineer and inventor whose improvements to the steam engine were crucial in driving the Industrial Revolution.
  • B. spinning jenny
    The spinning jenny was a multi-spindle spinning frame that dramatically increased yarn production and helped transform textile manufacturing during the early Industrial Revolution.
  • C. Henry Bessemer
    Henry Bessemer was a 19th-century English inventor and engineer best known for developing the Bessemer process, which revolutionized mass steel production.
  • D. William Armstrong
    William Armstrong is a common name shared by several notable individuals, including engineers, politicians, and athletes, whose specific identity depends on the context in which the name appears.
  • E. 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.
  • 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_69a24fcdaeb48190a2d796677e4b3281 completed Feb. 28, 2026, 2:15 a.m.
NER Named-entity recognition batch_69a256ce54b48190a3337f5f45d82859 completed Feb. 28, 2026, 2:45 a.m.
NED1 Entity disambiguation (via context triple) batch_69a27c04949481908af8c8426789bc53 completed Feb. 28, 2026, 5:24 a.m.
NEDg Description generation batch_69a27c8abcb4819091c440c63704d435 completed Feb. 28, 2026, 5:26 a.m.
NED2 Entity disambiguation (via description) batch_69a27e7633d88190a622115c4e29fd9c completed Feb. 28, 2026, 5:34 a.m.
Created at: Feb. 28, 2026, 2:20 a.m.