Triple

T8195542
Position Surface form Disambiguated ID Type / Status
Subject Michael Porter E191419 entity
Predicate notableWork P4 FINISHED
Object The Competitive Advantage of Nations
The Competitive Advantage of Nations is a seminal business and economics book by Michael Porter that analyzes why certain countries achieve international success in particular industries through his influential "diamond" framework of national competitive advantage.
E718430 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: The Competitive Advantage of Nations | Statement: [Michael Porter, notableWork, The Competitive Advantage of Nations]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Competitive Advantage of Nations
Context triple: [Michael Porter, notableWork, The Competitive Advantage of Nations]
  • A. "The Nature of the Firm"
    "The Nature of the Firm" is a foundational 1937 economic essay by Ronald Coase that explains why firms exist and how transaction costs shape their size and structure.
  • B. 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.
  • C. 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.
  • D. Shaping the World Economy
    "Shaping the World Economy" is an influential economics book by Jan Tinbergen that applies quantitative models to analyze and guide international economic policy and development.
  • E. The New Industrial State
    The New Industrial State is a landmark economic and social critique by John Kenneth Galbraith that analyzes the power of large corporations and technocratic planning in modern industrial economies.
  • 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: The Competitive Advantage of Nations
Triple: [Michael Porter, notableWork, The Competitive Advantage of Nations]
Generated description
The Competitive Advantage of Nations is a seminal business and economics book by Michael Porter that analyzes why certain countries achieve international success in particular industries through his influential "diamond" framework of national competitive advantage.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Competitive Advantage of Nations
Target entity description: The Competitive Advantage of Nations is a seminal business and economics book by Michael Porter that analyzes why certain countries achieve international success in particular industries through his influential "diamond" framework of national competitive advantage.
  • A. "The Nature of the Firm"
    "The Nature of the Firm" is a foundational 1937 economic essay by Ronald Coase that explains why firms exist and how transaction costs shape their size and structure.
  • B. 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.
  • C. 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.
  • D. Shaping the World Economy
    "Shaping the World Economy" is an influential economics book by Jan Tinbergen that applies quantitative models to analyze and guide international economic policy and development.
  • E. The New Industrial State
    The New Industrial State is a landmark economic and social critique by John Kenneth Galbraith that analyzes the power of large corporations and technocratic planning in modern industrial economies.
  • 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_69ca82c6e9548190a4c5ca14516e4417 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb5c20fbd08190b9966e3c967e9c71 completed March 31, 2026, 5:31 a.m.
NED1 Entity disambiguation (via context triple) batch_69ccedaab8848190877fbe2de9b83957 completed April 1, 2026, 10:04 a.m.
NEDg Description generation batch_69ccf1b706f08190993f4a75eac5f49c completed April 1, 2026, 10:21 a.m.
NED2 Entity disambiguation (via description) batch_69cd05ac594c819087d23a7318fd7704 completed April 1, 2026, 11:46 a.m.
Created at: March 30, 2026, 5:42 p.m.