Triple

T9070806
Position Surface form Disambiguated ID Type / Status
Subject Activity Analysis of Production and Allocation E217360 entity
Predicate title P38 FINISHED
Object Activity Analysis of Production and Allocation E217360 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: Activity Analysis of Production and Allocation | Statement: [Activity Analysis of Production and Allocation, title, Activity Analysis of Production and Allocation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Activity Analysis of Production and Allocation
Context triple: [Activity Analysis of Production and Allocation, title, Activity Analysis of Production and Allocation]
  • A. Activity Analysis of Production and Allocation chosen
    "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.
  • 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. Global Production: Firms, Contracts, and Trade Structure
    "Global Production: Firms, Contracts, and Trade Structure" is an economics book by Pol Antràs that analyzes how firm-level decisions, contractual frictions, and international trade costs shape the organization and geography of global production.
  • D. input–output analysis
    Input–output analysis is an economic modeling framework that examines the interdependencies between different sectors of an economy by tracking how the output of one industry serves as the input of another.
  • E. The Economics of Industry
    The Economics of Industry is an influential 19th-century economics textbook co-authored by Mary Paley Marshall and Alfred Marshall that helped shape the study of industrial organization and economic theory.
  • 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_69ca83d5a7f48190b16c1e59bd43ede0 completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69cc955ec5c0819089bb42448edf391e completed April 1, 2026, 3:47 a.m.
NED1 Entity disambiguation (via context triple) batch_69cffde470388190ae88a96654404410 completed April 3, 2026, 5:50 p.m.
Created at: March 30, 2026, 7:11 p.m.