Triple

T196285
Position Surface form Disambiguated ID Type / Status
Subject Iraq War E3825 entity
Predicate keyEvent P259 FINISHED
Object First Battle of Fallujah
The First Battle of Fallujah was a major 2004 U.S.-led offensive against insurgents in the Iraqi city of Fallujah that became a symbol of the intense urban combat and political controversy of the Iraq War.
E25449 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: First Battle of Fallujah | Statement: [Iraq War, keyEvent, First Battle of Fallujah]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: First Battle of Fallujah
Context triple: [Iraq War, keyEvent, First Battle of Fallujah]
  • A. Second Battle of Fallujah
    The Second Battle of Fallujah was a major 2004 U.S.-led offensive in Iraq, regarded as one of the fiercest urban combat operations for American forces since the Vietnam War.
  • 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. Easter Offensive
    The Easter Offensive was a major 1972 North Vietnamese conventional military campaign against South Vietnam and U.S. forces, marked by large-scale armored assaults and intense fighting across multiple fronts.
  • D. Battle of Heartbreak Ridge
    The Battle of Heartbreak Ridge was a protracted and costly 1951 U.S.-led United Nations offensive against entrenched North Korean and Chinese forces in the mountainous terrain of North Korea.
  • E. Battle of Hue
    The Battle of Hue was a major and brutal urban engagement during the 1968 Tet Offensive in the Vietnam War, in which U.S. and South Vietnamese forces fought North Vietnamese and Viet Cong troops for control of the historic city of Huế.
  • 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: First Battle of Fallujah
Triple: [Iraq War, keyEvent, First Battle of Fallujah]
Generated description
The First Battle of Fallujah was a major 2004 U.S.-led offensive against insurgents in the Iraqi city of Fallujah that became a symbol of the intense urban combat and political controversy of the Iraq War.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: First Battle of Fallujah
Target entity description: The First Battle of Fallujah was a major 2004 U.S.-led offensive against insurgents in the Iraqi city of Fallujah that became a symbol of the intense urban combat and political controversy of the Iraq War.
  • A. Second Battle of Fallujah
    The Second Battle of Fallujah was a major 2004 U.S.-led offensive in Iraq, regarded as one of the fiercest urban combat operations for American forces since the Vietnam War.
  • 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. Easter Offensive
    The Easter Offensive was a major 1972 North Vietnamese conventional military campaign against South Vietnam and U.S. forces, marked by large-scale armored assaults and intense fighting across multiple fronts.
  • D. Battle of Heartbreak Ridge
    The Battle of Heartbreak Ridge was a protracted and costly 1951 U.S.-led United Nations offensive against entrenched North Korean and Chinese forces in the mountainous terrain of North Korea.
  • E. Battle of Hue
    The Battle of Hue was a major and brutal urban engagement during the 1968 Tet Offensive in the Vietnam War, in which U.S. and South Vietnamese forces fought North Vietnamese and Viet Cong troops for control of the historic city of Huế.
  • 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_69a2548debd48190ae3a06d6e65b53c6 completed Feb. 28, 2026, 2:35 a.m.
NER Named-entity recognition batch_69a25983b49c819080f7e161904c53da completed Feb. 28, 2026, 2:57 a.m.
NED1 Entity disambiguation (via context triple) batch_69a31c93aa348190a7555a8327f7ad99 completed Feb. 28, 2026, 4:49 p.m.
NEDg Description generation batch_69a320abcce08190867d01cd84a0a632 completed Feb. 28, 2026, 5:06 p.m.
NED2 Entity disambiguation (via description) batch_69a321016748819090356a3369138d21 completed Feb. 28, 2026, 5:08 p.m.
Created at: Feb. 28, 2026, 2:41 a.m.