Triple

T7714778
Position Surface form Disambiguated ID Type / Status
Subject Iraqi Security Forces E174852 entity
Predicate reformedAfter P39046 FINISHED
Object 2003 invasion of Iraq E176365 NE FINISHED

How this triple was built (2 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: 2003 invasion of Iraq | Statement: [Iraqi Security Forces, reformedAfter, 2003 invasion of Iraq]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: 2003 invasion of Iraq
Context triple: [Iraqi Security Forces, reformedAfter, 2003 invasion of Iraq]
  • A. Iraq War
    The Iraq War was a major armed conflict that began in 2003 with a U.S.-led invasion to topple Saddam Hussein’s regime, followed by years of insurgency, sectarian violence, and international military involvement.
  • B. Operation Iraqi Freedom chosen
    Operation Iraqi Freedom was the 2003 U.S.-led military invasion and subsequent campaign in Iraq aimed at toppling Saddam Hussein’s regime and reshaping the country’s political landscape.
  • C. Iraq War troop surge of 2007
    The Iraq War troop surge of 2007 was a major U.S. military strategy shift that temporarily increased American forces in Iraq in an effort to reduce violence and stabilize the country during the ongoing conflict.
  • D. Battle of Baghdad (2003)
    The Battle of Baghdad (2003) was the decisive U.S.-led coalition assault that resulted in the rapid fall of Iraq’s capital and the collapse of Saddam Hussein’s regime during the Iraq War.
  • E. southern Iraq campaign
    The southern Iraq campaign was a series of military operations during the Iraq War focused on securing and stabilizing the predominantly Shiite southern region, including key cities such as Basra and Amarah.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69c6995c463c8190a14458036249d419 completed March 27, 2026, 2:51 p.m.
NER Named-entity recognition batch_69c702cbe74081908502ac670515fa3c completed March 27, 2026, 10:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8be2831788190a8ba7340b5d4d439 completed March 29, 2026, 5:52 a.m.
Created at: March 27, 2026, 4:04 p.m.