Triple

T1978911
Position Surface form Disambiguated ID Type / Status
Subject Armed Forces of Turkey E42978 entity
Predicate conflict P12 FINISHED
Object 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.
E223608 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: Operation Euphrates Shield | Statement: [Armed Forces of Turkey, conflict, Operation Euphrates Shield]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Operation Euphrates Shield
Context triple: [Armed Forces of Turkey, conflict, Operation Euphrates Shield]
  • A. 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.
  • B. Operation Pillar of Defense
    Operation Pillar of Defense was an eight-day Israeli military offensive against Hamas and other militant groups in the Gaza Strip in November 2012, marked by extensive airstrikes and rocket fire.
  • C. Operation Telic
    Operation Telic was the codename for the British military campaign in Iraq, beginning with the 2003 invasion and continuing through subsequent occupation and stabilization efforts.
  • D. Operation Protective Edge
    Operation Protective Edge was a 2014 Israeli military offensive in the Gaza Strip marked by intense fighting, heavy Palestinian civilian casualties, and widespread international controversy over its conduct and humanitarian impact.
  • 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: Operation Euphrates Shield
Triple: [Armed Forces of Turkey, conflict, Operation Euphrates Shield]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Operation Euphrates Shield
Target entity description: 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.
  • A. 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.
  • B. Operation Pillar of Defense
    Operation Pillar of Defense was an eight-day Israeli military offensive against Hamas and other militant groups in the Gaza Strip in November 2012, marked by extensive airstrikes and rocket fire.
  • C. Operation Telic
    Operation Telic was the codename for the British military campaign in Iraq, beginning with the 2003 invasion and continuing through subsequent occupation and stabilization efforts.
  • D. Operation Protective Edge
    Operation Protective Edge was a 2014 Israeli military offensive in the Gaza Strip marked by intense fighting, heavy Palestinian civilian casualties, and widespread international controversy over its conduct and humanitarian impact.
  • 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_69a8871289048190b00b0d7744b7b2b1 completed March 4, 2026, 7:25 p.m.
NER Named-entity recognition batch_69abb43011188190b6a41c004e9e4802 completed March 7, 2026, 5:14 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae032988ec8190b9012cbb77e7efa4 completed March 8, 2026, 11:15 p.m.
NEDg Description generation batch_69ae03c4faac8190a13aa0882eda3629 completed March 8, 2026, 11:18 p.m.
NED2 Entity disambiguation (via description) batch_69ae0445a9608190918a7bd45b9bf999 completed March 8, 2026, 11:20 p.m.
Created at: March 4, 2026, 7:36 p.m.