Triple

T20959555
Position Surface form Disambiguated ID Type / Status
Subject Austro-Hungarian Fifth Army E516200 entity
Predicate engagement P1256 FINISHED
Object Austro-Hungarian campaign against Serbia — NE NERFINISHED

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: Austro-Hungarian campaign against Serbia | Statement: [Austro-Hungarian Fifth Army, engagement, Austro-Hungarian campaign against Serbia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Austro-Hungarian campaign against Serbia
Context triple: [Austro-Hungarian Fifth Army, engagement, Austro-Hungarian campaign against Serbia]
  • A. Invasion of Serbia (1915)
    The Invasion of Serbia (1915) was a Central Powers offensive during World War I that overwhelmed Serbian forces, leading to the occupation of Serbia and a massive civilian and military retreat through Albania.
  • B. Balkan Campaign
    The Balkan Campaign was a series of World War II military operations in southeastern Europe, primarily involving Axis invasions of Yugoslavia and Greece in 1941.
  • C. Second Austro-Hungarian invasion of Serbia (late 1914) chosen
    The Second Austro-Hungarian invasion of Serbia in late 1914 was a renewed Central Powers offensive on the Serbian front during World War I that initially achieved gains but ultimately failed to knock Serbia out of the war.
  • D. Austro-Hungarian invasion of Serbia (August 1914)
    The Austro-Hungarian invasion of Serbia in August 1914 was the Habsburg Empire’s initial World War I offensive against Serbia, launched in response to the assassination of Archduke Franz Ferdinand and intended to quickly subdue the Serbian state.
  • E. Serbo-Bulgarian War
    The Serbo-Bulgarian War was a brief 1885 conflict in the Balkans between Serbia and the newly unified Bulgaria that helped establish Bulgaria’s military reputation and reshape regional power dynamics.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (2 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_69e0b4fde6c48190af1398e7e734629e completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6fb6e50988190a564d2aaf1a9bc54 completed April 21, 2026, 4:22 a.m.
Created at: April 16, 2026, 1:30 p.m.