Triple

T110331
Position Surface form Disambiguated ID Type / Status
Subject Industrial Revolution E2234 entity
Predicate followedBy P78 FINISHED
Object Second Industrial Revolution
The Second Industrial Revolution was a late 19th- to early 20th-century wave of rapid industrialization marked by advances in steel production, electricity, chemicals, and mass production techniques that transformed economies and societies worldwide.
E10487 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: Second Industrial Revolution | Statement: [Industrial Revolution, followedBy, Second Industrial Revolution]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Second Industrial Revolution
Context triple: [Industrial Revolution, followedBy, Second Industrial Revolution]
  • A. Industrial Revolution
    The Industrial Revolution was a transformative period from the late 18th to 19th centuries marked by the shift from agrarian, handcraft economies to industrial, machine-based manufacturing and rapid technological, social, and economic change.
  • B. Age of Imperialism
    The Age of Imperialism was a period, mainly in the 19th and early 20th centuries, when industrialized Western powers expanded their control over vast territories in Africa, Asia, and the Pacific for economic, political, and strategic dominance.
  • C. Scientific Revolution
    The Scientific Revolution was a transformative period in early modern Europe marked by groundbreaking advances in astronomy, physics, and scientific methodology that fundamentally reshaped understandings of nature and laid the foundations for modern science.
  • D. Gilded Age
    The Gilded Age was a late 19th-century period in the United States marked by rapid industrialization, vast wealth accumulation, stark social inequality, and influential business magnates like Andrew Carnegie.
  • E. Progressive Era
    The Progressive Era was a period of widespread social activism and political reform in the United States, roughly from the 1890s to the 1920s, aimed at addressing problems caused by industrialization, urbanization, and political corruption.
  • 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: Second Industrial Revolution
Triple: [Industrial Revolution, followedBy, Second Industrial Revolution]
Generated description
The Second Industrial Revolution was a late 19th- to early 20th-century wave of rapid industrialization marked by advances in steel production, electricity, chemicals, and mass production techniques that transformed economies and societies worldwide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Second Industrial Revolution
Target entity description: The Second Industrial Revolution was a late 19th- to early 20th-century wave of rapid industrialization marked by advances in steel production, electricity, chemicals, and mass production techniques that transformed economies and societies worldwide.
  • A. Industrial Revolution
    The Industrial Revolution was a transformative period from the late 18th to 19th centuries marked by the shift from agrarian, handcraft economies to industrial, machine-based manufacturing and rapid technological, social, and economic change.
  • B. Age of Imperialism
    The Age of Imperialism was a period, mainly in the 19th and early 20th centuries, when industrialized Western powers expanded their control over vast territories in Africa, Asia, and the Pacific for economic, political, and strategic dominance.
  • C. Scientific Revolution
    The Scientific Revolution was a transformative period in early modern Europe marked by groundbreaking advances in astronomy, physics, and scientific methodology that fundamentally reshaped understandings of nature and laid the foundations for modern science.
  • D. Gilded Age
    The Gilded Age was a late 19th-century period in the United States marked by rapid industrialization, vast wealth accumulation, stark social inequality, and influential business magnates like Andrew Carnegie.
  • E. Progressive Era
    The Progressive Era was a period of widespread social activism and political reform in the United States, roughly from the 1890s to the 1920s, aimed at addressing problems caused by industrialization, urbanization, and political corruption.
  • 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.