Triple

T12435613
Position Surface form Disambiguated ID Type / Status
Subject L. Paul Bremer E297135 entity
Predicate implementedPolicy P172 FINISHED
Object de-Ba'athification of Iraq
De-Ba'athification of Iraq was a post-2003 policy that purged members of Saddam Hussein’s Ba'ath Party from government and public institutions, profoundly reshaping Iraq’s political and administrative landscape.
E980664 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: de-Ba'athification of Iraq | Statement: [L. Paul Bremer, implementedPolicy, de-Ba'athification of Iraq]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: de-Ba'athification of Iraq
Context triple: [L. Paul Bremer, implementedPolicy, de-Ba'athification of Iraq]
  • A. Iraqi Interim Government
    The Iraqi Interim Government was the transitional authority that assumed sovereignty in Iraq in 2004, overseeing the country’s administration and preparation for elections after the U.S.-led occupation.
  • B. Pacification of Libya
    The Pacification of Libya was a brutal Italian colonial campaign in the early 20th century aimed at crushing Libyan resistance and consolidating Italian control through widespread repression and violence.
  • C. Development Fund for Iraq
    The Development Fund for Iraq was a financial mechanism established after the 2003 invasion to manage Iraq’s oil and gas revenues and other assets for reconstruction and humanitarian needs under international oversight.
  • D. 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.
  • E. 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.
  • 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: de-Ba'athification of Iraq
Triple: [L. Paul Bremer, implementedPolicy, de-Ba'athification of Iraq]
Generated description
De-Ba'athification of Iraq was a post-2003 policy that purged members of Saddam Hussein’s Ba'ath Party from government and public institutions, profoundly reshaping Iraq’s political and administrative landscape.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: de-Ba'athification of Iraq
Target entity description: De-Ba'athification of Iraq was a post-2003 policy that purged members of Saddam Hussein’s Ba'ath Party from government and public institutions, profoundly reshaping Iraq’s political and administrative landscape.
  • A. Iraqi Interim Government
    The Iraqi Interim Government was the transitional authority that assumed sovereignty in Iraq in 2004, overseeing the country’s administration and preparation for elections after the U.S.-led occupation.
  • B. Pacification of Libya
    The Pacification of Libya was a brutal Italian colonial campaign in the early 20th century aimed at crushing Libyan resistance and consolidating Italian control through widespread repression and violence.
  • C. Development Fund for Iraq
    The Development Fund for Iraq was a financial mechanism established after the 2003 invasion to manage Iraq’s oil and gas revenues and other assets for reconstruction and humanitarian needs under international oversight.
  • D. 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.
  • E. 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.
  • 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_69d6ada0640c81908c061d7fb3d47786 completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d94d8c8fd481909b35ac504127a1b6 completed April 10, 2026, 7:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6349f0f34819080e7d7f83f7baece completed May 2, 2026, 5:30 p.m.
NEDg Description generation batch_69f6359a52b4819096c3f520a5714b0a completed May 2, 2026, 5:34 p.m.
NED2 Entity disambiguation (via description) batch_69f63693f5c881909a9683a0c6a68739 completed May 2, 2026, 5:38 p.m.
Created at: April 8, 2026, 9:55 p.m.