Triple

T7394444
Position Surface form Disambiguated ID Type / Status
Subject Al Anbar campaign E170585 entity
Predicate significantEvent P259 FINISHED
Object Battle of Ramadi (2006–2007)
The Battle of Ramadi (2006–2007) was a major U.S.-led and Iraqi security forces offensive against entrenched al-Qaeda insurgents in the Iraqi city of Ramadi, which became a turning point in securing Anbar Province during the Iraq War.
E667998 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: Battle of Ramadi (2006–2007) | Statement: [Al Anbar campaign, significantEvent, Battle of Ramadi (2006–2007)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Battle of Ramadi (2006–2007)
Context triple: [Al Anbar campaign, significantEvent, Battle of Ramadi (2006–2007)]
  • A. Battle of Ramadi (2004)
    The Battle of Ramadi (2004) was a major and intense engagement during the Iraq War in which U.S. forces, particularly Marines, fought insurgents for control of the key city of Ramadi in Anbar Province.
  • B. 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.
  • C. 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.
  • D. Battle of Najaf (2003)
    The Battle of Najaf (2003) was an early and strategically important engagement during the U.S.-led invasion of Iraq, in which coalition forces fought to secure the Shiite holy city of Najaf on the way to Baghdad.
  • E. Al Anbar campaign
    The Al Anbar campaign was a major U.S.-led military effort during the Iraq War focused on counterinsurgency operations against Sunni insurgent and al-Qaeda forces in Iraq’s Anbar Province.
  • 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: Battle of Ramadi (2006–2007)
Triple: [Al Anbar campaign, significantEvent, Battle of Ramadi (2006–2007)]
Generated description
The Battle of Ramadi (2006–2007) was a major U.S.-led and Iraqi security forces offensive against entrenched al-Qaeda insurgents in the Iraqi city of Ramadi, which became a turning point in securing Anbar Province during the Iraq War.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Battle of Ramadi (2006–2007)
Target entity description: The Battle of Ramadi (2006–2007) was a major U.S.-led and Iraqi security forces offensive against entrenched al-Qaeda insurgents in the Iraqi city of Ramadi, which became a turning point in securing Anbar Province during the Iraq War.
  • A. Battle of Ramadi (2004)
    The Battle of Ramadi (2004) was a major and intense engagement during the Iraq War in which U.S. forces, particularly Marines, fought insurgents for control of the key city of Ramadi in Anbar Province.
  • B. 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.
  • C. 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.
  • D. Battle of Najaf (2003)
    The Battle of Najaf (2003) was an early and strategically important engagement during the U.S.-led invasion of Iraq, in which coalition forces fought to secure the Shiite holy city of Najaf on the way to Baghdad.
  • E. Al Anbar campaign
    The Al Anbar campaign was a major U.S.-led military effort during the Iraq War focused on counterinsurgency operations against Sunni insurgent and al-Qaeda forces in Iraq’s Anbar Province.
  • 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_69c68a5f04188190ac266569c9280347 completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f2263b48819089319a2a2f0d3357 completed March 27, 2026, 9:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69c83c4dc1c08190876eb0e70f387b77 completed March 28, 2026, 8:38 p.m.
NEDg Description generation batch_69c83db6b58c8190a57e52437486f593 completed March 28, 2026, 8:44 p.m.
NED2 Entity disambiguation (via description) batch_69c83f0398288190809ba5cf3962310b completed March 28, 2026, 8:50 p.m.
Created at: March 27, 2026, 3:09 p.m.