Triple

T110372
Position Surface form Disambiguated ID Type / Status
Subject Industrial Revolution E2234 entity
Predicate hasKeyFigure P810 FINISHED
Object George Stephenson
George Stephenson was a pioneering English engineer known as the "Father of Railways" for his crucial role in developing early steam locomotives and railway systems during the Industrial Revolution.
E12713 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: George Stephenson | Statement: [Industrial Revolution, hasKeyFigure, George Stephenson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: George Stephenson
Context triple: [Industrial Revolution, hasKeyFigure, George Stephenson]
  • 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. Samuel Crompton
    Samuel Crompton was an English inventor best known for creating the spinning mule, a pivotal textile machine that greatly advanced cotton spinning during the Industrial Revolution.
  • C. 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.
  • D. 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.
  • E. Henry Bessemer
    Henry Bessemer was a 19th-century English inventor and engineer best known for developing the Bessemer process, which revolutionized mass steel production.
  • 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: George Stephenson
Triple: [Industrial Revolution, hasKeyFigure, George Stephenson]
Generated description
George Stephenson was a pioneering English engineer known as the "Father of Railways" for his crucial role in developing early steam locomotives and railway systems during the Industrial Revolution.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: George Stephenson
Target entity description: George Stephenson was a pioneering English engineer known as the "Father of Railways" for his crucial role in developing early steam locomotives and railway systems during the 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. Samuel Crompton
    Samuel Crompton was an English inventor best known for creating the spinning mule, a pivotal textile machine that greatly advanced cotton spinning during the Industrial Revolution.
  • C. 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.
  • D. 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.
  • E. Henry Bessemer
    Henry Bessemer was a 19th-century English inventor and engineer best known for developing the Bessemer process, which revolutionized mass steel production.
  • 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_69a2917c62d8819080f6f8330efb76ed completed Feb. 28, 2026, 6:55 a.m.
NEDg Description generation batch_69a2929077a08190a22d3b003fa026a8 completed Feb. 28, 2026, 7 a.m.
NED2 Entity disambiguation (via description) batch_69a2948c9fb4819089c8ae184adc44d9 completed Feb. 28, 2026, 7:09 a.m.
Created at: Feb. 28, 2026, 2:20 a.m.