Triple

T2492140
Position Surface form Disambiguated ID Type / Status
Subject Plan of Attack E52066 entity
Predicate about P380 FINISHED
Object weapons of mass destruction intelligence controversy
The weapons of mass destruction intelligence controversy refers to the global dispute over flawed or manipulated intelligence used to justify the 2003 invasion of Iraq, particularly claims that Saddam Hussein possessed active WMD programs.
E273428 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: weapons of mass destruction intelligence controversy | Statement: [Plan of Attack, about, weapons of mass destruction intelligence controversy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: weapons of mass destruction intelligence controversy
Context triple: [Plan of Attack, about, weapons of mass destruction intelligence controversy]
  • A. WMD
    WMD is the abbreviation commonly used for World Meteorological Day, an annual observance highlighting the importance of meteorology and weather-related sciences.
  • B. Iraq disarmament crisis of the 1990s
    The Iraq disarmament crisis of the 1990s was a prolonged standoff between Iraq and the United Nations over weapons inspections and compliance with disarmament obligations imposed after the Gulf War.
  • C. 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.
  • D. Pakistan nuclear weapons program
    The Pakistan nuclear weapons program is the country's strategic initiative to develop, test, and maintain a nuclear arsenal, making it one of the world's recognized nuclear-armed states.
  • E. The Age of Deception: Nuclear Diplomacy in Treacherous Times
    The Age of Deception: Nuclear Diplomacy in Treacherous Times is a memoir and analysis by former IAEA director Mohamed ElBaradei that examines global nuclear politics, diplomatic crises, and the misuse of intelligence in the post–Cold War era.
  • 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: weapons of mass destruction intelligence controversy
Triple: [Plan of Attack, about, weapons of mass destruction intelligence controversy]
Generated description
The weapons of mass destruction intelligence controversy refers to the global dispute over flawed or manipulated intelligence used to justify the 2003 invasion of Iraq, particularly claims that Saddam Hussein possessed active WMD programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: weapons of mass destruction intelligence controversy
Target entity description: The weapons of mass destruction intelligence controversy refers to the global dispute over flawed or manipulated intelligence used to justify the 2003 invasion of Iraq, particularly claims that Saddam Hussein possessed active WMD programs.
  • A. WMD
    WMD is the abbreviation commonly used for World Meteorological Day, an annual observance highlighting the importance of meteorology and weather-related sciences.
  • B. Iraq disarmament crisis of the 1990s
    The Iraq disarmament crisis of the 1990s was a prolonged standoff between Iraq and the United Nations over weapons inspections and compliance with disarmament obligations imposed after the Gulf War.
  • C. 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.
  • D. Pakistan nuclear weapons program
    The Pakistan nuclear weapons program is the country's strategic initiative to develop, test, and maintain a nuclear arsenal, making it one of the world's recognized nuclear-armed states.
  • E. The Age of Deception: Nuclear Diplomacy in Treacherous Times
    The Age of Deception: Nuclear Diplomacy in Treacherous Times is a memoir and analysis by former IAEA director Mohamed ElBaradei that examines global nuclear politics, diplomatic crises, and the misuse of intelligence in the post–Cold War era.
  • 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_69ab4955111c8190835bf619adec21ff completed March 6, 2026, 9:38 p.m.
NER Named-entity recognition batch_69abd1914ca48190ab0a6cc5f1bd2f56 completed March 7, 2026, 7:19 a.m.
NED1 Entity disambiguation (via context triple) batch_69af1f93a29081908de1107bf0f96647 completed March 9, 2026, 7:29 p.m.
NEDg Description generation batch_69af213dd1dc8190ae05fd58b9a4487b completed March 9, 2026, 7:36 p.m.
NED2 Entity disambiguation (via description) batch_69af220603308190904e2e28ecb3ad09 completed March 9, 2026, 7:39 p.m.
Created at: March 6, 2026, 9:45 p.m.