Triple

T769711
Position Surface form Disambiguated ID Type / Status
Subject Balkan Front E16253 entity
Predicate hasPart P35 FINISHED
Object 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.
E99933 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: Invasion of Serbia (1915) | Statement: [Balkan Front, hasPart, Invasion of Serbia (1915)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Invasion of Serbia (1915)
Context triple: [Balkan Front, hasPart, Invasion of Serbia (1915)]
  • A. 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.
  • B. Balkan Wars
    The Balkan Wars were two early 20th-century conflicts in Southeastern Europe in which Balkan states fought the Ottoman Empire and then each other, reshaping regional borders and heightening tensions that helped set the stage for World War I.
  • C. 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.
  • D. Brusilov Offensive
    The Brusilov Offensive was a major World War I campaign launched by Russia in 1916 that inflicted devastating losses on Austria-Hungary and is often regarded as one of the most successful Allied offensives of the war.
  • E. Vardar Offensive
    The Vardar Offensive was a major Allied military campaign in September 1918 on the Macedonian front that broke Bulgarian lines and hastened the end of World War I in the Balkans.
  • 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: Invasion of Serbia (1915)
Triple: [Balkan Front, hasPart, Invasion of Serbia (1915)]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Invasion of Serbia (1915)
Target entity description: 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.
  • A. 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.
  • B. Balkan Wars
    The Balkan Wars were two early 20th-century conflicts in Southeastern Europe in which Balkan states fought the Ottoman Empire and then each other, reshaping regional borders and heightening tensions that helped set the stage for World War I.
  • C. 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.
  • D. Brusilov Offensive
    The Brusilov Offensive was a major World War I campaign launched by Russia in 1916 that inflicted devastating losses on Austria-Hungary and is often regarded as one of the most successful Allied offensives of the war.
  • E. Vardar Offensive
    The Vardar Offensive was a major Allied military campaign in September 1918 on the Macedonian front that broke Bulgarian lines and hastened the end of World War I in the Balkans.
  • 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_69a49369a0848190af883934cee3db4c completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4a70376988190be2826259f5281ab completed March 1, 2026, 8:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69a792851cc481908d019836ff98d46d completed March 4, 2026, 2:01 a.m.
NEDg Description generation batch_69a79329fc2c81908dbf0627686ef47e completed March 4, 2026, 2:04 a.m.
NED2 Entity disambiguation (via description) batch_69a793b89e38819090fd80afbb0fee96 completed March 4, 2026, 2:06 a.m.
Created at: March 1, 2026, 7:37 p.m.