Triple

T21934804
Position Surface form Disambiguated ID Type / Status
Subject Albert O. Hirschman E541659 entity
Predicate notableWork P4 FINISHED
Object The Strategy of Economic Development — NE NERFINISHED

How this triple was built (2 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 Strategy of Economic Development | Statement: [Albert O. Hirschman, notableWork, The Strategy of Economic Development]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: The Strategy of Economic Development
Context triple: [Albert O. Hirschman, notableWork, The Strategy of Economic Development]
  • A. The Strategy of Economic Development chosen
    The Strategy of Economic Development is a seminal 1958 book by economist Albert O. Hirschman that introduced the influential concept of unbalanced growth as a strategy for fostering economic development in less-developed countries.
  • B. O-ring theory of economic development
    The O-ring theory of economic development is an economic model that explains how strong complementarities between workers’ skills and tasks can lead to large productivity differences and persistent income inequality between countries.
  • C. The Theory of Economic Development
    The Theory of Economic Development is a foundational economic work by Joseph Schumpeter that explains how innovation and entrepreneurial activity drive long-term economic growth and structural change.
  • D. Globalization, Economic Development and the Role of the State
    "Globalization, Economic Development and the Role of the State" is a scholarly work by economist Ha-Joon Chang that critically examines how state policies shape economic development within the context of globalisation.
  • E. The New Economics
    The New Economics is a seminal work by Soviet economist Yevgeni Preobrazhensky that outlines his theory of socialist industrialization and the transition from a peasant to a planned economy.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (2 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_69e0c47e2e5c81909a7f74ce3de50911 completed April 16, 2026, 11:14 a.m.
NER Named-entity recognition batch_69f12402f7ac81909b14586a46d971bb completed April 28, 2026, 9:17 p.m.
Created at: April 16, 2026, 7:51 p.m.