Triple

T1432407
Position Surface form Disambiguated ID Type / Status
Subject Dilip Hiro E30476 entity
Predicate notableWork P4 FINISHED
Object The Essential Iraq
The Essential Iraq is a nonfiction book by journalist and historian Dilip Hiro that provides an accessible overview of Iraq’s modern history, politics, and society.
E163896 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 Iraq | Statement: [Dilip Hiro, notableWork, The Essential Iraq]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Essential Iraq
Context triple: [Dilip Hiro, notableWork, The Essential Iraq]
  • A. Disarming Iraq
    Disarming Iraq is a non-fiction book by former UN weapons inspector Hans Blix recounting his experiences leading inspections in Iraq and reflecting on the political and diplomatic dynamics surrounding the lead-up to the 2003 Iraq War.
  • B. America’s War for the Greater Middle East: A Military History
    America’s War for the Greater Middle East: A Military History is a critical historical analysis that traces and critiques the United States’ military involvement in the Greater Middle East from the late 20th century onward.
  • C. 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.
  • D. The Decision to Intervene
    The Decision to Intervene is a historical study by George F. Kennan analyzing the United States’ involvement in the Russian Civil War and the broader context of early 20th-century foreign policy.
  • E. 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.
  • 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 Iraq
Triple: [Dilip Hiro, notableWork, The Essential Iraq]
Generated description
The Essential Iraq is a nonfiction book by journalist and historian Dilip Hiro that provides an accessible overview of Iraq’s modern history, politics, and society.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Essential Iraq
Target entity description: The Essential Iraq is a nonfiction book by journalist and historian Dilip Hiro that provides an accessible overview of Iraq’s modern history, politics, and society.
  • A. Disarming Iraq
    Disarming Iraq is a non-fiction book by former UN weapons inspector Hans Blix recounting his experiences leading inspections in Iraq and reflecting on the political and diplomatic dynamics surrounding the lead-up to the 2003 Iraq War.
  • B. America’s War for the Greater Middle East: A Military History
    America’s War for the Greater Middle East: A Military History is a critical historical analysis that traces and critiques the United States’ military involvement in the Greater Middle East from the late 20th century onward.
  • C. 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.
  • D. The Decision to Intervene
    The Decision to Intervene is a historical study by George F. Kennan analyzing the United States’ involvement in the Russian Civil War and the broader context of early 20th-century foreign policy.
  • E. 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.
  • 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.