Triple

T9066206
Position Surface form Disambiguated ID Type / Status
Subject Manbij E217250 entity
Predicate liberationBattle P704 FINISHED
Object Manbij offensive
The Manbij offensive was a 2016 military campaign led primarily by the Syrian Democratic Forces, with support from the U.S.-led coalition, to capture the strategic northern Syrian city of Manbij from ISIS control.
E776602 NE FINISHED

How this triple was built (5 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: Manbij offensive | Statement: [Manbij, liberationBattle, Manbij offensive]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Manbij offensive
Context triple: [Manbij, liberationBattle, Manbij offensive]
  • 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. Salween offensive
    The Salween offensive was a major World War II Allied campaign in the China-Burma-India theater aimed at driving Japanese forces out of northern Burma and reopening the land route to China.
  • C. 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.
  • D. Siege of Tel al-Zaatar
    The Siege of Tel al-Zaatar was a brutal 1976 Lebanese Civil War battle in which Christian militias besieged and destroyed a Palestinian refugee camp in East Beirut, resulting in thousands of casualties and a major humanitarian crisis.
  • E. Battle of Baghuz Fawqani
    The Battle of Baghuz Fawqani was the final major military engagement of the Syrian Civil War against ISIS, culminating in the collapse of the group’s last territorial stronghold in eastern Syria in early 2019.
  • 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: Manbij offensive
Triple: [Manbij, liberationBattle, Manbij offensive]
Generated description
The Manbij offensive was a 2016 military campaign led primarily by the Syrian Democratic Forces, with support from the U.S.-led coalition, to capture the strategic northern Syrian city of Manbij from ISIS control.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Manbij offensive
Target entity description: The Manbij offensive was a 2016 military campaign led primarily by the Syrian Democratic Forces, with support from the U.S.-led coalition, to capture the strategic northern Syrian city of Manbij from ISIS control.
  • 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. Salween offensive
    The Salween offensive was a major World War II Allied campaign in the China-Burma-India theater aimed at driving Japanese forces out of northern Burma and reopening the land route to China.
  • C. 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.
  • D. Siege of Tel al-Zaatar
    The Siege of Tel al-Zaatar was a brutal 1976 Lebanese Civil War battle in which Christian militias besieged and destroyed a Palestinian refugee camp in East Beirut, resulting in thousands of casualties and a major humanitarian crisis.
  • E. Battle of Baghuz Fawqani
    The Battle of Baghuz Fawqani was the final major military engagement of the Syrian Civil War against ISIS, culminating in the collapse of the group’s last territorial stronghold in eastern Syria in early 2019.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: liberationBattle
Context triple: [Manbij, liberationBattle, Manbij offensive]
  • A. liberationEvent chosen
    Indicates an event in which an entity is freed from control, confinement, or oppression by another entity or condition.
  • B. battleWasPartOf
    Indicates that a specific battle occurred as a component or phase within a larger military campaign, war, or conflict.
  • C. liberationAchievedBy
    Indicates that a state of liberation or freedom is brought about or attained through a specific action, process, or agent.
  • D. battleAlsoKnownAs
    Indicates that a particular battle is known by an alternative name or names.
  • E. battlefieldOf
    Indicates that a location is the site where a particular battle or military engagement took place.
  • F. None of above.

Provenance (6 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_69ca83d5a7f48190b16c1e59bd43ede0 completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69cc94bde9c08190a4f568fbccc3c3e9 completed April 1, 2026, 3:45 a.m.
NED1 Entity disambiguation (via context triple) batch_69cffdd4ad78819098f64d8440c7fa96 completed April 3, 2026, 5:50 p.m.
NEDg Description generation batch_69d0013b50e081909595efe822bf5565 completed April 3, 2026, 6:04 p.m.
NED2 Entity disambiguation (via description) batch_69d001f04db48190aaa1fb9efb36df2b completed April 3, 2026, 6:07 p.m.
PD Predicate disambiguation batch_69cc65f881248190bfd220bb28a9fb5f completed April 1, 2026, 12:25 a.m.
Created at: March 30, 2026, 7:11 p.m.