Triple

T7063081
Position Surface form Disambiguated ID Type / Status
Subject Krishna Bharadwaj E164269 entity
Predicate notableWork P4 FINISHED
Object On Some Problems of Measurement of Technological Change from the Standpoint of the Theory of Production
"On Some Problems of Measurement of Technological Change from the Standpoint of the Theory of Production" is an influential scholarly work by economist Krishna Bharadwaj that critically examines how technological change is defined and measured within production theory.
E638466 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: On Some Problems of Measurement of Technological Change from the Standpoint of the Theory of Production | Statement: [Krishna Bharadwaj, notableWork, On Some Problems of Measurement of Technological Change from the Standpoint of the Theory of Production]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: On Some Problems of Measurement of Technological Change from the Standpoint of the Theory of Production
Context triple: [Krishna Bharadwaj, notableWork, On Some Problems of Measurement of Technological Change from the Standpoint of the Theory of Production]
  • A. The Positive Theory of Capital
    The Positive Theory of Capital is a foundational work in Austrian economics that systematically analyzes the nature of capital, interest, and time preference in the production process.
  • B. Reports on the relation of corporate combinations to productivity
    "Reports on the relation of corporate combinations to productivity" is an early 20th-century investigative study by the U.S. Bureau of Corporations analyzing how business consolidations and trusts affect industrial efficiency and economic performance.
  • C. The Race Between Man and Machine: Implications of Technology for Growth, Factor Shares, and Employment
    "The Race Between Man and Machine: Implications of Technology for Growth, Factor Shares, and Employment" is an economics paper analyzing how advancing automation and artificial intelligence affect economic growth, the distribution of income between labor and capital, and employment outcomes.
  • D. The Theory and Measurement of Demand
    The Theory and Measurement of Demand is a foundational economics book by Henry Schultz that rigorously develops statistical and mathematical methods for estimating consumer demand.
  • E. Activity Analysis of Production and Allocation
    "Activity Analysis of Production and Allocation" is a foundational work in mathematical economics that develops linear programming and activity analysis methods to study production efficiency and resource allocation.
  • 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: On Some Problems of Measurement of Technological Change from the Standpoint of the Theory of Production
Triple: [Krishna Bharadwaj, notableWork, On Some Problems of Measurement of Technological Change from the Standpoint of the Theory of Production]
Generated description
"On Some Problems of Measurement of Technological Change from the Standpoint of the Theory of Production" is an influential scholarly work by economist Krishna Bharadwaj that critically examines how technological change is defined and measured within production theory.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: On Some Problems of Measurement of Technological Change from the Standpoint of the Theory of Production
Target entity description: "On Some Problems of Measurement of Technological Change from the Standpoint of the Theory of Production" is an influential scholarly work by economist Krishna Bharadwaj that critically examines how technological change is defined and measured within production theory.
  • A. The Positive Theory of Capital
    The Positive Theory of Capital is a foundational work in Austrian economics that systematically analyzes the nature of capital, interest, and time preference in the production process.
  • B. Reports on the relation of corporate combinations to productivity
    "Reports on the relation of corporate combinations to productivity" is an early 20th-century investigative study by the U.S. Bureau of Corporations analyzing how business consolidations and trusts affect industrial efficiency and economic performance.
  • C. The Race Between Man and Machine: Implications of Technology for Growth, Factor Shares, and Employment
    "The Race Between Man and Machine: Implications of Technology for Growth, Factor Shares, and Employment" is an economics paper analyzing how advancing automation and artificial intelligence affect economic growth, the distribution of income between labor and capital, and employment outcomes.
  • D. The Theory and Measurement of Demand
    The Theory and Measurement of Demand is a foundational economics book by Henry Schultz that rigorously develops statistical and mathematical methods for estimating consumer demand.
  • E. Activity Analysis of Production and Allocation
    "Activity Analysis of Production and Allocation" is a foundational work in mathematical economics that develops linear programming and activity analysis methods to study production efficiency and resource allocation.
  • 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_69c688796c148190adb2f1596f595f22 completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6e45cf7488190a7ff15665e283c37 completed March 27, 2026, 8:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69c788ba7af88190aeaf3205255af8ad completed March 28, 2026, 7:52 a.m.
NEDg Description generation batch_69c7892a387c8190856eac695fbcfb02 completed March 28, 2026, 7:54 a.m.
NED2 Entity disambiguation (via description) batch_69c789bc4fa081908cf40ec8ff189b90 completed March 28, 2026, 7:56 a.m.
Created at: March 27, 2026, 2:38 p.m.