Triple

T141306
Position Surface form Disambiguated ID Type / Status
Subject World War I E2855 entity
Predicate precededBy P97 FINISHED
Object 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.
E16679 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: Balkan Wars | Statement: [World War I, precededBy, Balkan Wars]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Balkan Wars
Context triple: [World War I, precededBy, Balkan Wars]
  • 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. Crimean War
    The Crimean War was a mid-19th-century conflict in which Russia fought an alliance of the Ottoman Empire, Britain, France, and Sardinia, noted for its brutal conditions, military blunders, and the emergence of modern nursing and war reporting.
  • C. Gothic War
    The Gothic War was a series of late Roman-era conflicts between the Eastern Roman Empire and various Gothic peoples that significantly weakened imperial power and reshaped the balance of forces in Europe.
  • D. Balkan Front
    The Balkan Front was a major World War I theater of operations in Southeastern Europe, involving campaigns among the Central Powers and Allied forces across the Balkan Peninsula.
  • E. Kosovo War
    The Kosovo War was a late-1990s armed conflict in the Balkans between Yugoslav/Serbian forces and ethnic Albanian separatists, which prompted a NATO bombing campaign and ultimately led to the withdrawal of Serbian forces from Kosovo.
  • 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: Balkan Wars
Triple: [World War I, precededBy, Balkan Wars]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Balkan Wars
Target entity description: 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.
  • 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. Crimean War
    The Crimean War was a mid-19th-century conflict in which Russia fought an alliance of the Ottoman Empire, Britain, France, and Sardinia, noted for its brutal conditions, military blunders, and the emergence of modern nursing and war reporting.
  • C. Gothic War
    The Gothic War was a series of late Roman-era conflicts between the Eastern Roman Empire and various Gothic peoples that significantly weakened imperial power and reshaped the balance of forces in Europe.
  • D. Balkan Front
    The Balkan Front was a major World War I theater of operations in Southeastern Europe, involving campaigns among the Central Powers and Allied forces across the Balkan Peninsula.
  • E. Kosovo War
    The Kosovo War was a late-1990s armed conflict in the Balkans between Yugoslav/Serbian forces and ethnic Albanian separatists, which prompted a NATO bombing campaign and ultimately led to the withdrawal of Serbian forces from Kosovo.
  • 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_69a2521e35c08190b28e5c9f1e3c9b59 completed Feb. 28, 2026, 2:25 a.m.
NER Named-entity recognition batch_69a257c7e79c8190b3e5a2983035a972 completed Feb. 28, 2026, 2:49 a.m.
NED1 Entity disambiguation (via context triple) batch_69a2b85fe4d481909e39b745857b62e7 completed Feb. 28, 2026, 9:41 a.m.
NEDg Description generation batch_69a2b8fccfe081909f9b3d4c5f900a1c completed Feb. 28, 2026, 9:44 a.m.
NED2 Entity disambiguation (via description) batch_69a2b983d1d081909a850747695b8e0c completed Feb. 28, 2026, 9:46 a.m.
Created at: Feb. 28, 2026, 2:31 a.m.