Triple

T8565687
Position Surface form Disambiguated ID Type / Status
Subject Iraqi Civil War (2014–2017) E202796 entity
Predicate hasPart P35 FINISHED
Object Siege of Fallujah (2016)
The Siege of Fallujah (2016) was a major Iraqi government offensive, backed by allied militias and U.S.-led coalition airpower, to recapture the ISIS-held city of Fallujah.
E746077 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: Siege of Fallujah (2016) | Statement: [Iraqi Civil War (2014–2017), hasPart, Siege of Fallujah (2016)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Siege of Fallujah (2016)
Context triple: [Iraqi Civil War (2014–2017), hasPart, Siege of Fallujah (2016)]
  • 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 Mosul (2016–2017)
    The Battle of Mosul (2016–2017) was a major military campaign in which Iraqi and coalition forces recaptured Iraq’s second-largest city from the Islamic State, marking a decisive turning point in the fight against the group.
  • C. Battle of Tal Afar (2017)
    The Battle of Tal Afar (2017) was an Iraqi-led offensive, supported by coalition forces, to recapture the strategic city of Tal Afar from the Islamic State shortly after the liberation of Mosul.
  • D. 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.
  • 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: Siege of Fallujah (2016)
Triple: [Iraqi Civil War (2014–2017), hasPart, Siege of Fallujah (2016)]
Generated description
The Siege of Fallujah (2016) was a major Iraqi government offensive, backed by allied militias and U.S.-led coalition airpower, to recapture the ISIS-held city of Fallujah.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Siege of Fallujah (2016)
Target entity description: The Siege of Fallujah (2016) was a major Iraqi government offensive, backed by allied militias and U.S.-led coalition airpower, to recapture the ISIS-held city 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 Mosul (2016–2017)
    The Battle of Mosul (2016–2017) was a major military campaign in which Iraqi and coalition forces recaptured Iraq’s second-largest city from the Islamic State, marking a decisive turning point in the fight against the group.
  • C. Battle of Tal Afar (2017)
    The Battle of Tal Afar (2017) was an Iraqi-led offensive, supported by coalition forces, to recapture the strategic city of Tal Afar from the Islamic State shortly after the liberation of Mosul.
  • D. 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.
  • 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_69ca8327b0a881908606ff860713964d completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe9d2331881909d92ddde90f580e9 completed March 31, 2026, 3:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69cea87badf081909727808f0e14ae45 completed April 2, 2026, 5:33 p.m.
NEDg Description generation batch_69cea996a5c48190a12ffe8e282d2d9c completed April 2, 2026, 5:38 p.m.
NED2 Entity disambiguation (via description) batch_69ceadb2d52c8190aada1d797753663e completed April 2, 2026, 5:56 p.m.
Created at: March 30, 2026, 6:20 p.m.