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.