Triple

T11436469
Position Surface form Disambiguated ID Type / Status
Subject Saskia Sassen E271021 entity
Predicate notableWork P4 FINISHED
Object The Global City: New York, London, Tokyo
The Global City: New York, London, Tokyo is a seminal book by sociologist Saskia Sassen that analyzes how globalization and advanced finance have transformed major metropolitan centers into interconnected hubs of economic and political power.
E926090 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 Global City: New York, London, Tokyo | Statement: [Saskia Sassen, notableWork, The Global City: New York, London, Tokyo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Global City: New York, London, Tokyo
Context triple: [Saskia Sassen, notableWork, The Global City: New York, London, Tokyo]
  • A. 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.
  • B. The International City
    The International City is a nickname for Lorain, Ohio, reflecting its historically diverse immigrant population and multicultural character.
  • C. Maximum City
    Maximum City is a popular nickname for Mumbai that reflects its vast scale, intense energy, and extreme contrasts in wealth, culture, and daily life.
  • D. The American City
    The American City is a historical and analytical work by George B. McClellan Jr. examining the development, governance, and challenges of urban life in the United States.
  • E. World Cities Report
    The World Cities Report is a flagship publication that provides comprehensive analysis and data on global urbanization trends, challenges, and policy responses.
  • 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 Global City: New York, London, Tokyo
Triple: [Saskia Sassen, notableWork, The Global City: New York, London, Tokyo]
Generated description
The Global City: New York, London, Tokyo is a seminal book by sociologist Saskia Sassen that analyzes how globalization and advanced finance have transformed major metropolitan centers into interconnected hubs of economic and political power.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Global City: New York, London, Tokyo
Target entity description: The Global City: New York, London, Tokyo is a seminal book by sociologist Saskia Sassen that analyzes how globalization and advanced finance have transformed major metropolitan centers into interconnected hubs of economic and political power.
  • A. 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.
  • B. The International City
    The International City is a nickname for Lorain, Ohio, reflecting its historically diverse immigrant population and multicultural character.
  • C. Maximum City
    Maximum City is a popular nickname for Mumbai that reflects its vast scale, intense energy, and extreme contrasts in wealth, culture, and daily life.
  • D. The American City
    The American City is a historical and analytical work by George B. McClellan Jr. examining the development, governance, and challenges of urban life in the United States.
  • E. World Cities Report
    The World Cities Report is a flagship publication that provides comprehensive analysis and data on global urbanization trends, challenges, and policy responses.
  • 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_69d6aadeef688190874bcecd88b3dd9b completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d808855a7481909314f90ad92aae68 completed April 9, 2026, 8:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69e5d38727fc8190b5daac83e03491e6 completed April 20, 2026, 7:19 a.m.
NEDg Description generation batch_69e5d5cac9108190b7756329bfa320d3 completed April 20, 2026, 7:29 a.m.
NED2 Entity disambiguation (via description) batch_69e5d7fd235081909870476cbc9817b2 completed April 20, 2026, 7:38 a.m.
Created at: April 8, 2026, 9:35 p.m.