Triple

T571376
Position Surface form Disambiguated ID Type / Status
Subject Birmingham E13669 entity
Predicate developedRapidlyDuring P16148 FINISHED
Object Industrial Revolution E2234 NE FINISHED

How this triple was built (3 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: [Birmingham, developedRapidlyDuring, Industrial Revolution]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Industrial Revolution
Context triple: [Birmingham, developedRapidlyDuring, Industrial Revolution]
  • A. Industrial Revolution chosen
    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. 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.
  • C. Agricultural Revolution in Britain
    The Agricultural Revolution in Britain was a period of major changes in farming techniques, land use, and rural society that dramatically increased agricultural productivity and supported rapid population and industrial growth.
  • D. 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.
  • E. 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.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: developedRapidlyDuring
Context triple: [Birmingham, developedRapidlyDuring, Industrial Revolution]
  • A. developed
    Indicates that one entity created, designed, or brought another entity into a more advanced or complete state through effort or work.
  • B. developedAlong
    Indicates that something was created, constructed, or evolved following the course, path, or boundary of something else.
  • C. laterDevelopments
    Indicates that subsequent events, changes, or outcomes occurred following an earlier situation or state.
  • D. developmentBegan
    Indicates that the process of creating or developing something was initiated at a particular time or under certain conditions.
  • E. developedAt
    Indicates the place or location where something was created, built, or developed.
  • 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_69a4933fa4d88190a7949cc83c08c5c1 completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a49b483ac08190b3be152a7cf42011 completed March 1, 2026, 8:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4fc8475d881909e80d60fbb50c271 completed March 2, 2026, 2:57 a.m.
PD Predicate disambiguation batch_69a494c2caac819086ab316fa49d324c completed March 1, 2026, 7:34 p.m.
PDg Predicate description generation batch_69a498dd579081908e02368a4c5efc8c completed March 1, 2026, 7:51 p.m.
Created at: March 1, 2026, 7:33 p.m.