Triple

T13287199
Position Surface form Disambiguated ID Type / Status
Subject Taliban insurgency E316473 entity
Predicate opponent P437 FINISHED
Object NATO-led International Security Assistance Force E34184 NE FINISHED

How this triple was built (2 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: NATO-led International Security Assistance Force | Statement: [Taliban insurgency, opponent, NATO-led International Security Assistance Force]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: NATO-led International Security Assistance Force
Context triple: [Taliban insurgency, opponent, NATO-led International Security Assistance Force]
  • A. International Security Assistance Force chosen
    The International Security Assistance Force (ISAF) was a NATO-led multinational military mission in Afghanistan tasked with stabilizing the country, supporting the Afghan government, and conducting security operations during the post-2001 conflict.
  • B. NATO Training Mission-Afghanistan
    NATO Training Mission-Afghanistan was a NATO-led initiative focused on developing, training, and mentoring Afghanistan’s security forces, particularly its army and police, to build sustainable national defense and law enforcement institutions.
  • C. NATO-led Implementation Force (IFOR)
    The NATO-led Implementation Force (IFOR) was a multinational peace enforcement mission deployed to Bosnia and Herzegovina in 1995–1996 to implement and secure the military aspects of the Dayton Peace Agreement ending the Bosnian War.
  • D. U.S. Forces–Afghanistan
    U.S. Forces–Afghanistan was the U.S. military headquarters responsible for overseeing American combat and support operations in Afghanistan during the later stages of the War in Afghanistan.
  • E. Multi-National Force – West
    Multi-National Force – West was a U.S.-led coalition military headquarters responsible for overseeing and conducting operations in western Iraq, particularly in Al Anbar Province, during the Iraq War.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69d806b349908190a9a61dd9323bf153 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d990759ebc8190a9487a59e37a69e2 completed April 11, 2026, 12:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69f716d26a548190be15872154c9a942 completed May 3, 2026, 9:35 a.m.
Created at: April 9, 2026, 9:27 p.m.