Triple

T3166336
Position Surface form Disambiguated ID Type / Status
Subject Mauro F. Guillén E66219 entity
Predicate notableWork P4 FINISHED
Object Global Turning Points
Global Turning Points is a book by sociologist Mauro F. Guillén that analyzes the major economic, political, and social shifts reshaping the world order in the 21st century.
E333994 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: Global Turning Points | Statement: [Mauro F. Guillén, notableWork, Global Turning Points]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Global Turning Points
Context triple: [Mauro F. Guillén, notableWork, Global Turning Points]
  • A. Great Acceleration
    The Great Acceleration is the post–World War II surge in human population, economic activity, and resource use that has dramatically intensified human impacts on Earth’s environment and climate.
  • B. A World Transformed
    A World Transformed is a political memoir and foreign policy analysis co-written by former U.S. National Security Advisor Brent Scowcroft that examines major global events at the end of the Cold War and during the Gulf War.
  • C. Rising Powers, Shrinking Planet
    Rising Powers, Shrinking Planet is a geopolitical analysis book examining how emerging global powers and resource scarcity are reshaping international conflict and security.
  • D. International Development Goals
    International Development Goals were an early set of global anti-poverty and development targets agreed in the 1990s that laid the groundwork for the later Millennium Development Goals.
  • E. Upheaval: Turning Points for Nations in Crisis
    Upheaval: Turning Points for Nations in Crisis is a non-fiction book by Jared Diamond that analyzes how modern nations respond to political and social crises by comparing them to personal psychological coping strategies and historical case studies.
  • 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: Global Turning Points
Triple: [Mauro F. Guillén, notableWork, Global Turning Points]
Generated description
Global Turning Points is a book by sociologist Mauro F. Guillén that analyzes the major economic, political, and social shifts reshaping the world order in the 21st century.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Global Turning Points
Target entity description: Global Turning Points is a book by sociologist Mauro F. Guillén that analyzes the major economic, political, and social shifts reshaping the world order in the 21st century.
  • A. Great Acceleration
    The Great Acceleration is the post–World War II surge in human population, economic activity, and resource use that has dramatically intensified human impacts on Earth’s environment and climate.
  • B. A World Transformed
    A World Transformed is a political memoir and foreign policy analysis co-written by former U.S. National Security Advisor Brent Scowcroft that examines major global events at the end of the Cold War and during the Gulf War.
  • C. Rising Powers, Shrinking Planet
    Rising Powers, Shrinking Planet is a geopolitical analysis book examining how emerging global powers and resource scarcity are reshaping international conflict and security.
  • D. International Development Goals
    International Development Goals were an early set of global anti-poverty and development targets agreed in the 1990s that laid the groundwork for the later Millennium Development Goals.
  • E. Upheaval: Turning Points for Nations in Crisis
    Upheaval: Turning Points for Nations in Crisis is a non-fiction book by Jared Diamond that analyzes how modern nations respond to political and social crises by comparing them to personal psychological coping strategies and historical case studies.
  • 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_69ad8585d7988190af37365331093ccd completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada643e3e481908f4526d66e36e150 completed March 8, 2026, 4:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69b235e108cc81909d5733bd00cb0bee completed March 12, 2026, 3:41 a.m.
NEDg Description generation batch_69b2372a54a481908a4a954b8986aad7 completed March 12, 2026, 3:46 a.m.
NED2 Entity disambiguation (via description) batch_69b23806a3c8819096069982b3612730 completed March 12, 2026, 3:50 a.m.
Created at: March 8, 2026, 3:06 p.m.