Triple

T7714941
Position Surface form Disambiguated ID Type / Status
Subject Battle of Mosul (2016–2017) E174855 entity
Predicate precededBy P97 FINISHED
Object Northern Iraq offensive (2016)
The Northern Iraq offensive (2016) was a series of Iraqi and allied military operations aimed at recapturing territory from ISIS in northern Iraq in the lead-up to the Battle of Mosul.
E685066 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: Northern Iraq offensive (2016) | Statement: [Battle of Mosul (2016–2017), precededBy, Northern Iraq offensive (2016)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Northern Iraq offensive (2016)
Context triple: [Battle of Mosul (2016–2017), precededBy, Northern Iraq offensive (2016)]
  • A. Samarra offensive
    The Samarra offensive was a World War I campaign on the Mesopotamian front in 1917, in which Ottoman and British forces fought for control of the strategically important city of Samarra in present-day Iraq.
  • 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. ISIL 2014 offensive in northern Syria
    The ISIL 2014 offensive in northern Syria was a major campaign by the Islamic State group to seize territory and strategic towns across northern Syria, setting the stage for subsequent battles such as the siege of Kobani.
  • D. Idlib offensive
    The Idlib offensive was a major military campaign in northwestern Syria involving government forces, rebel groups, and foreign actors, centered on control of the last significant opposition-held stronghold during the Syrian Civil War.
  • E. Operation Euphrates Shield
    Operation Euphrates Shield was a Turkish-led military intervention launched in northern Syria in 2016 to push back ISIS and limit Kurdish militia influence along Turkey’s border.
  • 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: Northern Iraq offensive (2016)
Triple: [Battle of Mosul (2016–2017), precededBy, Northern Iraq offensive (2016)]
Generated description
The Northern Iraq offensive (2016) was a series of Iraqi and allied military operations aimed at recapturing territory from ISIS in northern Iraq in the lead-up to the Battle of Mosul.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Northern Iraq offensive (2016)
Target entity description: The Northern Iraq offensive (2016) was a series of Iraqi and allied military operations aimed at recapturing territory from ISIS in northern Iraq in the lead-up to the Battle of Mosul.
  • A. Samarra offensive
    The Samarra offensive was a World War I campaign on the Mesopotamian front in 1917, in which Ottoman and British forces fought for control of the strategically important city of Samarra in present-day Iraq.
  • 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. ISIL 2014 offensive in northern Syria
    The ISIL 2014 offensive in northern Syria was a major campaign by the Islamic State group to seize territory and strategic towns across northern Syria, setting the stage for subsequent battles such as the siege of Kobani.
  • D. Idlib offensive
    The Idlib offensive was a major military campaign in northwestern Syria involving government forces, rebel groups, and foreign actors, centered on control of the last significant opposition-held stronghold during the Syrian Civil War.
  • E. Operation Euphrates Shield
    Operation Euphrates Shield was a Turkish-led military intervention launched in northern Syria in 2016 to push back ISIS and limit Kurdish militia influence along Turkey’s border.
  • 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_69c6995c463c8190a14458036249d419 completed March 27, 2026, 2:51 p.m.
NER Named-entity recognition batch_69c702cbe74081908502ac670515fa3c completed March 27, 2026, 10:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8b508fa2081908ed05ca8c4815249 completed March 29, 2026, 5:13 a.m.
NEDg Description generation batch_69c8b7b90d74819098b878c382474d6d completed March 29, 2026, 5:25 a.m.
NED2 Entity disambiguation (via description) batch_69c8b81816c081909f409d06ccffbe04 completed March 29, 2026, 5:26 a.m.
Created at: March 27, 2026, 4:04 p.m.