Triple

T4734239
Position Surface form Disambiguated ID Type / Status
Subject Battle of Cer E105084 entity
Predicate precededBy P97 FINISHED
Object 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.
E464358 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: Austro-Hungarian invasion of Serbia (August 1914) | Statement: [Battle of Cer, precededBy, Austro-Hungarian invasion of Serbia (August 1914)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Austro-Hungarian invasion of Serbia (August 1914)
Context triple: [Battle of Cer, precededBy, Austro-Hungarian invasion of Serbia (August 1914)]
  • 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. German invasion of Yugoslavia
    The German invasion of Yugoslavia was a swift Axis military campaign in April 1941 that led to the rapid defeat and occupation of Yugoslavia during World War II.
  • C. 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.
  • D. 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.
  • E. Italian invasion of Yugoslavia
    The Italian invasion of Yugoslavia was a World War II Axis military campaign in April 1941 in which Italy, alongside Germany and other allies, attacked and partitioned the Kingdom of Yugoslavia.
  • 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: Austro-Hungarian invasion of Serbia (August 1914)
Triple: [Battle of Cer, precededBy, Austro-Hungarian invasion of Serbia (August 1914)]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Austro-Hungarian invasion of Serbia (August 1914)
Target entity description: 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.
  • 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. German invasion of Yugoslavia
    The German invasion of Yugoslavia was a swift Axis military campaign in April 1941 that led to the rapid defeat and occupation of Yugoslavia during World War II.
  • C. 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.
  • D. 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.
  • E. Italian invasion of Yugoslavia
    The Italian invasion of Yugoslavia was a World War II Axis military campaign in April 1941 in which Italy, alongside Germany and other allies, attacked and partitioned the Kingdom of Yugoslavia.
  • 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_69bd43ee52048190b81a4f066534ffb3 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6467a1fc819089485b4d76e0edc4 completed March 20, 2026, 3:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69be10b0b8d08190ad1cd262ee870f08 completed March 21, 2026, 3:29 a.m.
NEDg Description generation batch_69be1485bcf0819096693abc5fbf34e3 completed March 21, 2026, 3:46 a.m.
NED2 Entity disambiguation (via description) batch_69be153db02881908a28b3ede1fdcb54 completed March 21, 2026, 3:49 a.m.
Created at: March 20, 2026, 1:19 p.m.