Triple

T5831338
Position Surface form Disambiguated ID Type / Status
Subject Reza Pahlavi E129353 entity
Predicate notableWork P4 FINISHED
Object Winds of Change: The Future of Democracy in Iran
Winds of Change: The Future of Democracy in Iran is a political book by Reza Pahlavi outlining his vision for a democratic, secular, and human-rights–oriented future for Iran.
E550787 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: Winds of Change: The Future of Democracy in Iran | Statement: [Reza Pahlavi, notableWork, Winds of Change: The Future of Democracy in Iran]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Winds of Change: The Future of Democracy in Iran
Context triple: [Reza Pahlavi, notableWork, Winds of Change: The Future of Democracy in Iran]
  • A. The Future of Democracy
    The Future of Democracy is a political philosophy book by Norberto Bobbio that examines the challenges, transformations, and prospects of democratic systems in the modern world.
  • B. The Essential Iran
    The Essential Iran is a nonfiction book by Dilip Hiro that provides a concise historical and political overview of Iran and its role in regional and global affairs.
  • C. The Crisis of Democracy
    The Crisis of Democracy is a 1975 report commissioned by the Trilateral Commission that analyzes the challenges posed to Western democratic governance by rising public participation and demands in the late 20th century.
  • D. Reset: Iran, Turkey, and America’s Future
    "Reset: Iran, Turkey, and America’s Future" is a geopolitical analysis book by Stephen Kinzer that argues for a strategic realignment of U.S. foreign policy in the Middle East centered on closer engagement with Iran and Turkey.
  • E. Revolutionary Courts of Iran
    The Revolutionary Courts of Iran are special tribunals established after the 1979 Islamic Revolution to handle cases related to national security, political offenses, and perceived threats to the Islamic Republic.
  • 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: Winds of Change: The Future of Democracy in Iran
Triple: [Reza Pahlavi, notableWork, Winds of Change: The Future of Democracy in Iran]
Generated description
Winds of Change: The Future of Democracy in Iran is a political book by Reza Pahlavi outlining his vision for a democratic, secular, and human-rights–oriented future for Iran.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Winds of Change: The Future of Democracy in Iran
Target entity description: Winds of Change: The Future of Democracy in Iran is a political book by Reza Pahlavi outlining his vision for a democratic, secular, and human-rights–oriented future for Iran.
  • A. The Future of Democracy
    The Future of Democracy is a political philosophy book by Norberto Bobbio that examines the challenges, transformations, and prospects of democratic systems in the modern world.
  • B. The Essential Iran
    The Essential Iran is a nonfiction book by Dilip Hiro that provides a concise historical and political overview of Iran and its role in regional and global affairs.
  • C. The Crisis of Democracy
    The Crisis of Democracy is a 1975 report commissioned by the Trilateral Commission that analyzes the challenges posed to Western democratic governance by rising public participation and demands in the late 20th century.
  • D. Reset: Iran, Turkey, and America’s Future
    "Reset: Iran, Turkey, and America’s Future" is a geopolitical analysis book by Stephen Kinzer that argues for a strategic realignment of U.S. foreign policy in the Middle East centered on closer engagement with Iran and Turkey.
  • E. Revolutionary Courts of Iran
    The Revolutionary Courts of Iran are special tribunals established after the 1979 Islamic Revolution to handle cases related to national security, political offenses, and perceived threats to the Islamic Republic.
  • 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_69c00849d55481908b4f9f5543e0bf6d completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c0346ac31c8190bbd28444f75da875 completed March 22, 2026, 6:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0a18c48588190b4848dff1c277079 completed March 23, 2026, 2:12 a.m.
NEDg Description generation batch_69c0a33036bc8190b7c0b453a1d8f319 completed March 23, 2026, 2:19 a.m.
NED2 Entity disambiguation (via description) batch_69c0a38522f0819085514ae6f41c5991 completed March 23, 2026, 2:20 a.m.
Created at: March 22, 2026, 3:54 p.m.