Triple

T110369
Position Surface form Disambiguated ID Type / Status
Subject Industrial Revolution E2234 entity
Predicate hasKeyFigure P810 FINISHED
Object 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.
E10488 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: James Watt | Statement: [Industrial Revolution, hasKeyFigure, James Watt]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: James Watt
Context triple: [Industrial Revolution, hasKeyFigure, James Watt]
  • A. Henry Bessemer
    Henry Bessemer was a 19th-century English inventor and engineer best known for developing the Bessemer process, which revolutionized mass steel production.
  • B. 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.
  • C. 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.
  • D. Nikola Tesla
    Nikola Tesla was a pioneering Serbian-American inventor and electrical engineer best known for his contributions to alternating current (AC) power systems and numerous innovations in electromagnetism.
  • E. 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.
  • 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: James Watt
Triple: [Industrial Revolution, hasKeyFigure, James Watt]
Generated description
James Watt was an 18th-century Scottish engineer and inventor whose improvements to the steam engine were crucial in driving the Industrial Revolution.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: James Watt
Target entity description: James Watt was an 18th-century Scottish engineer and inventor whose improvements to the steam engine were crucial in driving the Industrial Revolution.
  • A. Henry Bessemer
    Henry Bessemer was a 19th-century English inventor and engineer best known for developing the Bessemer process, which revolutionized mass steel production.
  • B. 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.
  • C. 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.
  • D. Nikola Tesla
    Nikola Tesla was a pioneering Serbian-American inventor and electrical engineer best known for his contributions to alternating current (AC) power systems and numerous innovations in electromagnetism.
  • E. 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.
  • 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_69a275e92ed08190819ad8385200dfa6 completed Feb. 28, 2026, 4:58 a.m.
NEDg Description generation batch_69a276a76a008190af3972351ef33fd2 completed Feb. 28, 2026, 5:01 a.m.
NED2 Entity disambiguation (via description) batch_69a276f837888190ad28585f8de54f17 completed Feb. 28, 2026, 5:02 a.m.
Created at: Feb. 28, 2026, 2:20 a.m.