Triple

T8565689
Position Surface form Disambiguated ID Type / Status
Subject Iraqi Civil War (2014–2017) E202796 entity
Predicate hasPart P35 FINISHED
Object Battle of Ramadi (2015–2016)
The Battle of Ramadi (2015–2016) was a major military campaign in which Iraqi government forces, backed by international coalition support, recaptured the strategic city of Ramadi from the Islamic State (ISIS).
E748344 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 (2015–2016) | Statement: [Iraqi Civil War (2014–2017), hasPart, Battle of Ramadi (2015–2016)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Battle of Ramadi (2015–2016)
Context triple: [Iraqi Civil War (2014–2017), hasPart, Battle of Ramadi (2015–2016)]
  • A. 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.
  • B. 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.
  • C. Battle of Tikrit (2015)
    The Battle of Tikrit (2015) was a major Iraqi-led offensive, heavily supported by Shiite militias and U.S.-led coalition airstrikes, to recapture the strategic city of Tikrit from ISIS control.
  • D. 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.
  • E. 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.
  • 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 (2015–2016)
Triple: [Iraqi Civil War (2014–2017), hasPart, Battle of Ramadi (2015–2016)]
Generated description
The Battle of Ramadi (2015–2016) was a major military campaign in which Iraqi government forces, backed by international coalition support, recaptured the strategic city of Ramadi from the Islamic State (ISIS).
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Battle of Ramadi (2015–2016)
Target entity description: The Battle of Ramadi (2015–2016) was a major military campaign in which Iraqi government forces, backed by international coalition support, recaptured the strategic city of Ramadi from the Islamic State (ISIS).
  • A. 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.
  • B. 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.
  • C. Battle of Tikrit (2015)
    The Battle of Tikrit (2015) was a major Iraqi-led offensive, heavily supported by Shiite militias and U.S.-led coalition airstrikes, to recapture the strategic city of Tikrit from ISIS control.
  • D. 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.
  • E. 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.
  • 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_69cecc72d8c08190b5e063e6de2bbdd2 completed April 2, 2026, 8:07 p.m.
NEDg Description generation batch_69cece14193081909e7b36f5b5b7da40 completed April 2, 2026, 8:14 p.m.
NED2 Entity disambiguation (via description) batch_69cecee1db28819095f704b96b8c6d2a completed April 2, 2026, 8:17 p.m.
Created at: March 30, 2026, 6:20 p.m.