Triple

T1432408
Position Surface form Disambiguated ID Type / Status
Subject Dilip Hiro E30476 entity
Predicate notableWork P4 FINISHED
Object 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.
E163897 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 Essential Iran | Statement: [Dilip Hiro, notableWork, The Essential Iran]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Essential Iran
Context triple: [Dilip Hiro, notableWork, The Essential Iran]
  • A. 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.
  • B. All the Shah’s Men: An American Coup and the Roots of Middle East Terror
    "All the Shah’s Men: An American Coup and the Roots of Middle East Terror" is a historical nonfiction book that examines the 1953 CIA-backed overthrow of Iran’s Prime Minister Mohammad Mossadegh and its long-term consequences for U.S.–Middle East relations.
  • C. The Iron Wall
    The Iron Wall is a seminal 1923 essay by Zionist leader Ze'ev Jabotinsky that argues for the necessity of a strong Jewish military presence in Palestine to secure a future Jewish state.
  • D. Persepolis
    Persepolis was the ceremonial heart of the ancient Achaemenid Persian Empire, renowned for its monumental palaces, grand staircases, and intricate reliefs.
  • E. Iranian studies
    Iranian studies is an academic field devoted to the research of the languages, history, literature, and cultures of Iranian peoples and the broader Iranian cultural sphere.
  • 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 Essential Iran
Triple: [Dilip Hiro, notableWork, The Essential Iran]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Essential Iran
Target entity description: 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.
  • A. 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.
  • B. All the Shah’s Men: An American Coup and the Roots of Middle East Terror
    "All the Shah’s Men: An American Coup and the Roots of Middle East Terror" is a historical nonfiction book that examines the 1953 CIA-backed overthrow of Iran’s Prime Minister Mohammad Mossadegh and its long-term consequences for U.S.–Middle East relations.
  • C. The Iron Wall
    The Iron Wall is a seminal 1923 essay by Zionist leader Ze'ev Jabotinsky that argues for the necessity of a strong Jewish military presence in Palestine to secure a future Jewish state.
  • D. Persepolis
    Persepolis was the ceremonial heart of the ancient Achaemenid Persian Empire, renowned for its monumental palaces, grand staircases, and intricate reliefs.
  • E. Iranian studies
    Iranian studies is an academic field devoted to the research of the languages, history, literature, and cultures of Iranian peoples and the broader Iranian cultural sphere.
  • 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_69a498fc69ec8190b61722bd4b67c4d2 completed March 1, 2026, 7:52 p.m.
NER Named-entity recognition batch_69a4c4ddbe208190a68cb000a6970d17 completed March 1, 2026, 10:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad016e25808190880a6e637dd2590a completed March 8, 2026, 4:56 a.m.
NEDg Description generation batch_69ad01f8028881909af95e9f61a17e88 completed March 8, 2026, 4:58 a.m.
NED2 Entity disambiguation (via description) batch_69ad02c618c48190abf3e16d9f85e703 completed March 8, 2026, 5:01 a.m.
Created at: March 1, 2026, 8 p.m.