Triple

T799654
Position Surface form Disambiguated ID Type / Status
Subject Macedonia (Greece) E17099 entity
Predicate historicalEvent P259 FINISHED
Object Macedonian Struggle
The Macedonian Struggle was a series of armed conflicts and political efforts in the late 19th and early 20th centuries over control and national identity in the Ottoman-ruled region of Macedonia, primarily involving Greek, Bulgarian, and Serbian interests.
E97418 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: Macedonian Struggle | Statement: [Macedonia (Greece), historicalEvent, Macedonian Struggle]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Macedonian Struggle
Context triple: [Macedonia (Greece), historicalEvent, Macedonian Struggle]
  • A. 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.
  • B. Bulgarian National Revival
    The Bulgarian National Revival was a 19th-century cultural and political movement that fostered national consciousness, education, and the struggle for autonomy and independence among Bulgarians under Ottoman rule.
  • C. Greek War of Independence
    The Greek War of Independence was the early 19th-century revolutionary conflict in which Greeks fought to liberate themselves from Ottoman rule and establish an independent Greek state.
  • D. Albanian resistance
    The Albanian resistance was a World War II anti-Axis movement in Albania, involving various partisan and nationalist groups fighting occupation forces and shaping the country’s postwar political future.
  • E. Greek Civil War
    The Greek Civil War was a post–World War II conflict (1946–1949) between the Greek government and communist insurgents that became an early flashpoint of the Cold War and a catalyst for increased U.S. intervention in Europe.
  • 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: Macedonian Struggle
Triple: [Macedonia (Greece), historicalEvent, Macedonian Struggle]
Generated description
The Macedonian Struggle was a series of armed conflicts and political efforts in the late 19th and early 20th centuries over control and national identity in the Ottoman-ruled region of Macedonia, primarily involving Greek, Bulgarian, and Serbian interests.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Macedonian Struggle
Target entity description: The Macedonian Struggle was a series of armed conflicts and political efforts in the late 19th and early 20th centuries over control and national identity in the Ottoman-ruled region of Macedonia, primarily involving Greek, Bulgarian, and Serbian interests.
  • A. 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.
  • B. Bulgarian National Revival
    The Bulgarian National Revival was a 19th-century cultural and political movement that fostered national consciousness, education, and the struggle for autonomy and independence among Bulgarians under Ottoman rule.
  • C. Greek War of Independence
    The Greek War of Independence was the early 19th-century revolutionary conflict in which Greeks fought to liberate themselves from Ottoman rule and establish an independent Greek state.
  • D. Albanian resistance
    The Albanian resistance was a World War II anti-Axis movement in Albania, involving various partisan and nationalist groups fighting occupation forces and shaping the country’s postwar political future.
  • E. Greek Civil War
    The Greek Civil War was a post–World War II conflict (1946–1949) between the Greek government and communist insurgents that became an early flashpoint of the Cold War and a catalyst for increased U.S. intervention in Europe.
  • 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_69a49378b9c48190adbf5f62e5b7aca1 completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4a7cb26dc8190bdd3a278b8695873 completed March 1, 2026, 8:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69a76d818e208190a8f3b165c0770e09 completed March 3, 2026, 11:23 p.m.
NEDg Description generation batch_69a7810893c081909b1085101eb2a444 completed March 4, 2026, 12:47 a.m.
NED2 Entity disambiguation (via description) batch_69a7825bb0948190a5b4d3454c0d449c completed March 4, 2026, 12:52 a.m.
Created at: March 1, 2026, 7:38 p.m.