Triple

T29288
Position Surface form Disambiguated ID Type / Status
Subject Bessemer process E584 entity
Predicate era P200 FINISHED
Object 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.
E2234 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: Industrial Revolution | Statement: [Bessemer process, era, Industrial Revolution]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Industrial Revolution
Context triple: [Bessemer process, era, Industrial Revolution]
  • A. Age of Enlightenment
    The Age of Enlightenment was an 18th-century intellectual movement in Europe and the Americas that emphasized reason, science, and individual rights, profoundly shaping modern democratic and political thought.
  • B. 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.
  • C. Green Revolution
    The Green Revolution was a mid-20th-century agricultural transformation that dramatically increased global crop yields through high-yield varieties, synthetic fertilizers, and modern farming techniques, significantly reducing hunger in many developing countries.
  • D. Age of Exploration
    The Age of Exploration was a period from the 15th to 17th centuries when European powers undertook extensive overseas voyages that led to global maritime trade networks, colonization, and the first sustained contacts between previously isolated continents.
  • E. Meiji era
    The Meiji era was a transformative period in Japanese history (1868–1912) marked by rapid modernization, industrialization, and the establishment of Western-style political, educational, and social institutions.
  • 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: Industrial Revolution
Triple: [Bessemer process, era, Industrial Revolution]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Industrial Revolution
Target entity description: 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.
  • A. Age of Enlightenment
    The Age of Enlightenment was an 18th-century intellectual movement in Europe and the Americas that emphasized reason, science, and individual rights, profoundly shaping modern democratic and political thought.
  • B. 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.
  • C. Green Revolution
    The Green Revolution was a mid-20th-century agricultural transformation that dramatically increased global crop yields through high-yield varieties, synthetic fertilizers, and modern farming techniques, significantly reducing hunger in many developing countries.
  • D. Age of Exploration
    The Age of Exploration was a period from the 15th to 17th centuries when European powers undertook extensive overseas voyages that led to global maritime trade networks, colonization, and the first sustained contacts between previously isolated continents.
  • E. Meiji era
    The Meiji era was a transformative period in Japanese history (1868–1912) marked by rapid modernization, industrialization, and the establishment of Western-style political, educational, and social institutions.
  • 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_69a2479dec388190967ba648663442c9 completed Feb. 28, 2026, 1:40 a.m.
NER Named-entity recognition batch_69a248751fa88190992b6262a44b54f3 completed Feb. 28, 2026, 1:44 a.m.
NED1 Entity disambiguation (via context triple) batch_69a24e5d121c8190bf7bb88346dcc141 completed Feb. 28, 2026, 2:09 a.m.
NEDg Description generation batch_69a24edff52081909ec669158900651c completed Feb. 28, 2026, 2:11 a.m.
NED2 Entity disambiguation (via description) batch_69a24f4a96288190981be6076e919262 completed Feb. 28, 2026, 2:13 a.m.
Created at: Feb. 28, 2026, 1:44 a.m.