Triple

T9710864
Position Surface form Disambiguated ID Type / Status
Subject DANA self-propelled howitzer E235017 entity
Predicate usedBy P260 FINISHED
Object Libyan Armed Forces E647254 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: Libyan Armed Forces | Statement: [DANA self-propelled howitzer, usedBy, Libyan Armed Forces]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Libyan Armed Forces
Context triple: [DANA self-propelled howitzer, usedBy, Libyan Armed Forces]
  • A. Libyan Armed Forces chosen
    The Libyan Armed Forces are the national military organization of Libya, encompassing its land, air, and naval branches responsible for the country’s defense and security.
  • B. Libyan Army
    The Libyan Army was the national land warfare branch of Libya’s armed forces that played a central role in Muammar Gaddafi’s rise to power and in the country’s subsequent military and political history.
  • C. Libyan National Army
    The Libyan National Army is a faction led by General Khalifa Haftar that controls large parts of eastern Libya and has been a key military and political force in the country’s post-2011 conflict.
  • D. Tunisian Army
    The Tunisian Army is the land warfare branch of Tunisia’s armed forces, historically influential in the country’s politics and noted for its relatively apolitical stance compared to other regional militaries.
  • E. Algerian People's National Armed Forces
    The Algerian People's National Armed Forces is the unified military organization of Algeria responsible for the country's defense and security across its land, air, and maritime domains.
  • 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_69ca84cd8fa0819090a5e243ceb37003 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cd9da8eaa08190b3ba148d85c5cec5 completed April 1, 2026, 10:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69d19f8876748190b0b5efb12031f532 completed April 4, 2026, 11:32 p.m.
Created at: March 30, 2026, 8:19 p.m.