Triple

T9254633
Position Surface form Disambiguated ID Type / Status
Subject J. A. Hobson E222409 entity
Predicate notableWork P4 FINISHED
Object The Industrial System
The Industrial System is a seminal economic work by J. A. Hobson that analyzes the structure, dynamics, and social consequences of modern industrial capitalism.
E786327 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: The Industrial System | Statement: [J. A. Hobson, notableWork, The Industrial System]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Industrial System
Context triple: [J. A. Hobson, notableWork, The Industrial System]
  • A. The Industrial City
    The Industrial City is the official motto of South San Francisco, reflecting its historic role as a major manufacturing and industrial hub in the San Francisco Bay Area.
  • B. L’Industrie
    L’Industrie is a major work by early socialist thinker Henri de Saint-Simon that outlines his vision of an industrially organized society led by productive classes such as scientists, engineers, and industrialists.
  • C. Population II
    Population II refers to an older, metal-poor class of stars typically found in globular clusters and the galactic halo, formed early in the history of the universe.
  • D. Desire of Nations
    Desire of Nations is a messianic title for Christ that expresses the hope and longing of all peoples for a promised savior and universal king.
  • E. The Great World System
    The Great World System is an ancient philosophical treatise traditionally attributed to the pre-Socratic thinker Leucippus, outlining an early atomistic and cosmological theory of the universe.
  • 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: The Industrial System
Triple: [J. A. Hobson, notableWork, The Industrial System]
Generated description
The Industrial System is a seminal economic work by J. A. Hobson that analyzes the structure, dynamics, and social consequences of modern industrial capitalism.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Industrial System
Target entity description: The Industrial System is a seminal economic work by J. A. Hobson that analyzes the structure, dynamics, and social consequences of modern industrial capitalism.
  • A. The Industrial City
    The Industrial City is the official motto of South San Francisco, reflecting its historic role as a major manufacturing and industrial hub in the San Francisco Bay Area.
  • B. L’Industrie
    L’Industrie is a major work by early socialist thinker Henri de Saint-Simon that outlines his vision of an industrially organized society led by productive classes such as scientists, engineers, and industrialists.
  • C. Population II
    Population II refers to an older, metal-poor class of stars typically found in globular clusters and the galactic halo, formed early in the history of the universe.
  • D. Desire of Nations
    Desire of Nations is a messianic title for Christ that expresses the hope and longing of all peoples for a promised savior and universal king.
  • E. The Great World System
    The Great World System is an ancient philosophical treatise traditionally attributed to the pre-Socratic thinker Leucippus, outlining an early atomistic and cosmological theory of the universe.
  • 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_69ca841e4cd481908e738c74e958eaea completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd06b1f6bc81908115e22652d0c85e completed April 1, 2026, 11:51 a.m.
NED1 Entity disambiguation (via context triple) batch_69d0780ea42c819085405d68282e82ec completed April 4, 2026, 2:31 a.m.
NEDg Description generation batch_69d078d9380c81908824442cf484eab3 completed April 4, 2026, 2:35 a.m.
NED2 Entity disambiguation (via description) batch_69d07934c1c08190ab0b389c9a07a7b0 completed April 4, 2026, 2:36 a.m.
Created at: March 30, 2026, 7:31 p.m.