Triple

T3173898
Position Surface form Disambiguated ID Type / Status
Subject 110th United States Congress E66415 entity
Predicate oversawSurgeDebate P4530 FINISHED
Object 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.
E333110 NE FINISHED

How this triple was built (5 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 War troop surge of 2007 | Statement: [110th United States Congress, oversawSurgeDebate, Iraq War troop surge of 2007]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Iraq War troop surge of 2007
Context triple: [110th United States Congress, oversawSurgeDebate, Iraq War troop surge of 2007]
  • 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. 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.
  • C. Operation Iraqi Freedom
    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.
  • D. 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.
  • E. Battle of Basra (2003)
    The Battle of Basra (2003) was a major engagement during the initial phase of the Iraq War in which British-led coalition forces captured the strategic southern city of Basra from Iraqi government control.
  • 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 War troop surge of 2007
Triple: [110th United States Congress, oversawSurgeDebate, Iraq War troop surge of 2007]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Iraq War troop surge of 2007
Target entity description: 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.
  • 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. 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.
  • C. Operation Iraqi Freedom
    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.
  • D. 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.
  • E. Battle of Basra (2003)
    The Battle of Basra (2003) was a major engagement during the initial phase of the Iraq War in which British-led coalition forces captured the strategic southern city of Basra from Iraqi government control.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: oversawSurgeDebate
Context triple: [110th United States Congress, oversawSurgeDebate, Iraq War troop surge of 2007]
  • A. hasLongTermDebateOn
    Indicates that there is an ongoing, extended period of discussion, disagreement, or argument concerning a particular topic or issue.
  • B. hasDebatedScope
    Indicates that there is an ongoing or unresolved discussion about the extent, boundaries, or applicability of the relationship or action in question.
  • C. debatedAsCauseOf
    Indicates that one entity is discussed or argued over as a possible cause or origin of another entity.
  • D. hasDebate
    Indicates that there is a formal discussion or argument between entities, typically presenting opposing viewpoints on a topic.
  • E. debatedAt chosen
    Indicates that a debate or formal discussion involving the subject took place at the specified location or event.
  • F. None of above.

Provenance (6 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_69ad8586a34c8190944c63ec11a8de1a completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada670c800819098937783e2b05c7a completed March 8, 2026, 4:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69b235edf7708190b79605a05baf1711 completed March 12, 2026, 3:41 a.m.
NEDg Description generation batch_69b236e61ae88190a76b942c6cddff41 completed March 12, 2026, 3:45 a.m.
NED2 Entity disambiguation (via description) batch_69b23770ed4c8190b5d929cc95a286a0 completed March 12, 2026, 3:48 a.m.
PD Predicate disambiguation batch_69ad9e0076b4819094628f1ad10b8f68 completed March 8, 2026, 4:04 p.m.
Created at: March 8, 2026, 3:06 p.m.