Triple

T1724001
Position Surface form Disambiguated ID Type / Status
Subject Nikolai Bukharin E37455 entity
Predicate notableWork P4 FINISHED
Object Economics of the Transition Period
Economics of the Transition Period is a theoretical work by Soviet economist Nikolai Bukharin analyzing the economic dynamics and policies of the shift from capitalism to socialism after the Russian Revolution.
E195167 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: Economics of the Transition Period | Statement: [Nikolai Bukharin, notableWork, Economics of the Transition Period]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Economics of the Transition Period
Context triple: [Nikolai Bukharin, notableWork, Economics of the Transition Period]
  • A. Introduction to Modern Economic Growth
    Introduction to Modern Economic Growth is a comprehensive graduate-level textbook that rigorously develops the theory and empirics of long-run economic growth, with a strong emphasis on microfoundations and institutional factors.
  • B. Economic Window
    The Economic Window is a financing division of the SAARC Development Fund that supports regional economic and infrastructure projects to promote growth and integration among South Asian countries.
  • C. Infitah economic policy
    Infitah economic policy was Egypt’s 1970s “open-door” strategy that shifted the country from state-led socialism toward economic liberalization, foreign investment, and a greater role for the private sector.
  • D. Anglo-Saxon economic model
    The Anglo-Saxon economic model is a liberal, market-oriented system characterized by relatively low regulation, flexible labor markets, and a limited welfare state compared to more social-democratic models.
  • E. Steady-State Economics
    Steady-State Economics is an influential work in ecological economics that argues for an economy with stable or mildly fluctuating levels of consumption and population within ecological limits.
  • 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: Economics of the Transition Period
Triple: [Nikolai Bukharin, notableWork, Economics of the Transition Period]
Generated description
Economics of the Transition Period is a theoretical work by Soviet economist Nikolai Bukharin analyzing the economic dynamics and policies of the shift from capitalism to socialism after the Russian Revolution.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Economics of the Transition Period
Target entity description: Economics of the Transition Period is a theoretical work by Soviet economist Nikolai Bukharin analyzing the economic dynamics and policies of the shift from capitalism to socialism after the Russian Revolution.
  • A. Introduction to Modern Economic Growth
    Introduction to Modern Economic Growth is a comprehensive graduate-level textbook that rigorously develops the theory and empirics of long-run economic growth, with a strong emphasis on microfoundations and institutional factors.
  • B. Economic Window
    The Economic Window is a financing division of the SAARC Development Fund that supports regional economic and infrastructure projects to promote growth and integration among South Asian countries.
  • C. Infitah economic policy
    Infitah economic policy was Egypt’s 1970s “open-door” strategy that shifted the country from state-led socialism toward economic liberalization, foreign investment, and a greater role for the private sector.
  • D. Anglo-Saxon economic model
    The Anglo-Saxon economic model is a liberal, market-oriented system characterized by relatively low regulation, flexible labor markets, and a limited welfare state compared to more social-democratic models.
  • E. Steady-State Economics
    Steady-State Economics is an influential work in ecological economics that argues for an economy with stable or mildly fluctuating levels of consumption and population within ecological limits.
  • 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_69a8861acab88190bb43cde203429399 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69aa635a5c8c8190b3fbf977a93838fd completed March 6, 2026, 5:17 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad8aefefc881908acd48eebc67c6ec completed March 8, 2026, 2:42 p.m.
NEDg Description generation batch_69ad979ce880819089daecbc8455ec84 completed March 8, 2026, 3:37 p.m.
NED2 Entity disambiguation (via description) batch_69ad9ba92a848190918a8748fb65348a completed March 8, 2026, 3:54 p.m.
Created at: March 4, 2026, 7:30 p.m.