Triple

T13857907
Position Surface form Disambiguated ID Type / Status
Subject Iraq War troop surge of 2007 E333110 entity
Predicate precededBy P97 FINISHED
Object Iraq Study Group Report of 2006
The Iraq Study Group Report of 2006 was a bipartisan U.S. government assessment that evaluated the situation in Iraq and recommended strategic and diplomatic changes to American policy there.
E1066966 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: Iraq Study Group Report of 2006 | Statement: [Iraq War troop surge of 2007, precededBy, Iraq Study Group Report of 2006]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Iraq Study Group Report of 2006
Context triple: [Iraq War troop surge of 2007, precededBy, Iraq Study Group Report of 2006]
  • A. Iraq Survey Group
    The Iraq Survey Group was a fact-finding mission led primarily by the United States and its allies after the 2003 invasion of Iraq to search for weapons of mass destruction and assess Iraq’s related programs.
  • B. Iraq Intelligence Commission (Robb–Silberman Commission)
    The Iraq Intelligence Commission, also known as the Robb–Silberman Commission, was a bipartisan U.S. panel established in 2004 to examine failures in American intelligence, particularly regarding prewar assessments of Iraq’s weapons capabilities.
  • C. 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.
  • D. Strategic Reflections: Operation Iraqi Freedom, July 2004–February 2007
    Strategic Reflections: Operation Iraqi Freedom, July 2004–February 2007 is a memoir and analytical account by General George W. Casey Jr. examining his leadership and the strategic challenges of the Iraq War during his tenure as commander of Multi-National Force–Iraq.
  • E. 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.
  • 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: Iraq Study Group Report of 2006
Triple: [Iraq War troop surge of 2007, precededBy, Iraq Study Group Report of 2006]
Generated description
The Iraq Study Group Report of 2006 was a bipartisan U.S. government assessment that evaluated the situation in Iraq and recommended strategic and diplomatic changes to American policy there.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Iraq Study Group Report of 2006
Target entity description: The Iraq Study Group Report of 2006 was a bipartisan U.S. government assessment that evaluated the situation in Iraq and recommended strategic and diplomatic changes to American policy there.
  • A. Iraq Survey Group
    The Iraq Survey Group was a fact-finding mission led primarily by the United States and its allies after the 2003 invasion of Iraq to search for weapons of mass destruction and assess Iraq’s related programs.
  • B. Iraq Intelligence Commission (Robb–Silberman Commission)
    The Iraq Intelligence Commission, also known as the Robb–Silberman Commission, was a bipartisan U.S. panel established in 2004 to examine failures in American intelligence, particularly regarding prewar assessments of Iraq’s weapons capabilities.
  • C. 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.
  • D. Strategic Reflections: Operation Iraqi Freedom, July 2004–February 2007
    Strategic Reflections: Operation Iraqi Freedom, July 2004–February 2007 is a memoir and analytical account by General George W. Casey Jr. examining his leadership and the strategic challenges of the Iraq War during his tenure as commander of Multi-National Force–Iraq.
  • E. 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.
  • 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_69d81c5ba13c8190839315f54768acfd completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de02dc9f488190b7181dcb7e304632 completed April 14, 2026, 9:03 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7c0fb7c3c819081fc6f89aa17d6af completed May 3, 2026, 9:41 p.m.
NEDg Description generation batch_69f7c2c711948190ac614291592a7e03 completed May 3, 2026, 9:48 p.m.
NED2 Entity disambiguation (via description) batch_69f7c36f28b48190b734a9e5e7ae39b9 completed May 3, 2026, 9:51 p.m.
Created at: April 9, 2026, 10:14 p.m.