Triple

T335811
Position Surface form Disambiguated ID Type / Status
Subject Joseph Stiglitz E6722 entity
Predicate notableWork P4 FINISHED
Object Making Globalization Work
Making Globalization Work is an influential book by economist Joseph Stiglitz that analyzes the failures of contemporary globalization and proposes reforms to make it more equitable and sustainable for developing and developed countries alike.
E42680 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: Making Globalization Work | Statement: [Joseph Stiglitz, notableWork, Making Globalization Work]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Making Globalization Work
Context triple: [Joseph Stiglitz, notableWork, Making Globalization Work]
  • A. Race, Language and Culture
    Race, Language and Culture is a seminal 1940 collection of essays by anthropologist Franz Boas that challenges biological notions of race and emphasizes the cultural and linguistic foundations of human diversity.
  • B. Bridging the Gap
    "Bridging the Gap" is the second studio album by American hip hop group the Black Eyed Peas, showcasing their early alternative hip hop sound before their mainstream pop breakthrough.
  • C. Common Language Infrastructure
    Common Language Infrastructure is an open specification developed by Microsoft that defines a language-independent runtime environment for executing and managing code across multiple programming languages and platforms.
  • D. The City That Works
    "The City That Works" is a civic motto highlighting Portland, Oregon’s reputation for effective local governance, urban planning, and livability.
  • E. The Future of Ideas
    The Future of Ideas is a book by legal scholar Lawrence Lessig that examines how excessive intellectual property regulation threatens innovation, creativity, and the openness of the digital commons.
  • 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: Making Globalization Work
Triple: [Joseph Stiglitz, notableWork, Making Globalization Work]
Generated description
Making Globalization Work is an influential book by economist Joseph Stiglitz that analyzes the failures of contemporary globalization and proposes reforms to make it more equitable and sustainable for developing and developed countries alike.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Making Globalization Work
Target entity description: Making Globalization Work is an influential book by economist Joseph Stiglitz that analyzes the failures of contemporary globalization and proposes reforms to make it more equitable and sustainable for developing and developed countries alike.
  • A. Race, Language and Culture
    Race, Language and Culture is a seminal 1940 collection of essays by anthropologist Franz Boas that challenges biological notions of race and emphasizes the cultural and linguistic foundations of human diversity.
  • B. Bridging the Gap
    "Bridging the Gap" is the second studio album by American hip hop group the Black Eyed Peas, showcasing their early alternative hip hop sound before their mainstream pop breakthrough.
  • C. Common Language Infrastructure
    Common Language Infrastructure is an open specification developed by Microsoft that defines a language-independent runtime environment for executing and managing code across multiple programming languages and platforms.
  • D. The City That Works
    "The City That Works" is a civic motto highlighting Portland, Oregon’s reputation for effective local governance, urban planning, and livability.
  • E. The Future of Ideas
    The Future of Ideas is a book by legal scholar Lawrence Lessig that examines how excessive intellectual property regulation threatens innovation, creativity, and the openness of the digital commons.
  • 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_69a2e79434908190a9d5afe415153ad9 completed Feb. 28, 2026, 1:03 p.m.
NER Named-entity recognition batch_69a2eac81c0c8190b3cb0d53b1cf62b5 completed Feb. 28, 2026, 1:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3d24903d881909ddd6726dce4d535 completed March 1, 2026, 5:44 a.m.
NEDg Description generation batch_69a3d2d8aa64819095cdee306bec77ec completed March 1, 2026, 5:47 a.m.
NED2 Entity disambiguation (via description) batch_69a3d370d200819089eaf114357a8ca3 completed March 1, 2026, 5:49 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.