Triple

T6039605
Position Surface form Disambiguated ID Type / Status
Subject World Development Report E134510 entity
Predicate hasEdition P35 FINISHED
Object World Development Report 2004: Making Services Work for Poor People E134510 NE FINISHED

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: World Development Report 2004: Making Services Work for Poor People | Statement: [World Development Report, hasEdition, World Development Report 2004: Making Services Work for Poor People]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: World Development Report 2004: Making Services Work for Poor People
Context triple: [World Development Report, hasEdition, World Development Report 2004: Making Services Work for Poor People]
  • A. World Development Report chosen
    The World Development Report is the World Bank’s flagship annual publication that provides in-depth analysis and policy recommendations on key global development issues.
  • B. Least Developed Countries Report
    The Least Developed Countries Report is an annual UNCTAD publication that analyzes the economic and social development challenges and policy options of the world’s least developed countries.
  • C. India: Economic Development and Social Opportunity
    "India: Economic Development and Social Opportunity" is an influential scholarly book that analyzes India's post-independence economic growth, public policy, and social progress, with particular emphasis on poverty, inequality, and human development.
  • D. Programme of Action for the Least Developed Countries
    The Programme of Action for the Least Developed Countries is a comprehensive international development framework that outlines priority measures and commitments to support the economic and social progress of the world’s poorest and most vulnerable countries.
  • E. Perspectives on Global Development
    Perspectives on Global Development is a flagship OECD Development Centre publication that analyzes long-term global development trends and policy challenges facing emerging and developing economies.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69c00875db5c819099dd5bb833ec43c2 completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c056ce10cc8190817ade56570adc92 completed March 22, 2026, 8:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69c11393f4ec81909f175de55694b44e completed March 23, 2026, 10:19 a.m.
Created at: March 22, 2026, 4:08 p.m.