Triple

T456321
Position Surface form Disambiguated ID Type / Status
Subject Hoxhaism E7239 entity
Predicate namedAfter P63 FINISHED
Object Enver Hoxha
Enver Hoxha was the longtime communist leader of Albania, known for his hardline Stalinist rule, extreme isolationism, and the development of the ideology known as Hoxhaism.
E57077 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: Enver Hoxha | Statement: [Hoxhaism, namedAfter, Enver Hoxha]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Enver Hoxha
Context triple: [Hoxhaism, namedAfter, Enver Hoxha]
  • A. Tito
    Tito is the longtime Major League Baseball manager Terry Francona, best known for leading the Boston Red Sox to two World Series titles and managing the Cleveland Guardians.
  • B. Josip Broz Tito
    Josip Broz Tito was a Yugoslav communist revolutionary and statesman who led the Partisan resistance in World War II and later served as the long-time president of socialist Yugoslavia and a founding leader of the Non-Aligned Movement.
  • C. Dragiša Cvetković
    Dragiša Cvetković was a Yugoslav politician who served as prime minister of the Kingdom of Yugoslavia in the late 1930s and early 1940s, known for signing the Cvetković–Maček Agreement and for his government’s alignment with the Axis powers before World War II.
  • D. Hoxhaism
    Hoxhaism is a staunchly anti-revisionist, orthodox Marxist–Leninist ideology associated with Albanian leader Enver Hoxha, emphasizing strict centralization, self-reliance, and opposition to both Soviet and Chinese deviations from classical communism.
  • E. Miloš Marić
    Miloš Marić was the brother of Serbian physicist Mileva Marić, who was Albert Einstein’s first wife and scientific collaborator.
  • 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: Enver Hoxha
Triple: [Hoxhaism, namedAfter, Enver Hoxha]
Generated description
Enver Hoxha was the longtime communist leader of Albania, known for his hardline Stalinist rule, extreme isolationism, and the development of the ideology known as Hoxhaism.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Enver Hoxha
Target entity description: Enver Hoxha was the longtime communist leader of Albania, known for his hardline Stalinist rule, extreme isolationism, and the development of the ideology known as Hoxhaism.
  • A. Tito
    Tito is the longtime Major League Baseball manager Terry Francona, best known for leading the Boston Red Sox to two World Series titles and managing the Cleveland Guardians.
  • B. Josip Broz Tito
    Josip Broz Tito was a Yugoslav communist revolutionary and statesman who led the Partisan resistance in World War II and later served as the long-time president of socialist Yugoslavia and a founding leader of the Non-Aligned Movement.
  • C. Dragiša Cvetković
    Dragiša Cvetković was a Yugoslav politician who served as prime minister of the Kingdom of Yugoslavia in the late 1930s and early 1940s, known for signing the Cvetković–Maček Agreement and for his government’s alignment with the Axis powers before World War II.
  • D. Hoxhaism
    Hoxhaism is a staunchly anti-revisionist, orthodox Marxist–Leninist ideology associated with Albanian leader Enver Hoxha, emphasizing strict centralization, self-reliance, and opposition to both Soviet and Chinese deviations from classical communism.
  • E. Miloš Marić
    Miloš Marić was the brother of Serbian physicist Mileva Marić, who was Albert Einstein’s first wife and scientific collaborator.
  • 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_69a2e7e5c5bc8190a1dc8178218fba40 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2ef9f772c8190863399c5ee1378fe completed Feb. 28, 2026, 1:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69a44cbdb58481908416ae6b4773e1a7 completed March 1, 2026, 2:27 p.m.
NEDg Description generation batch_69a44d3af80081908fe11a4f873ee7a9 completed March 1, 2026, 2:29 p.m.
NED2 Entity disambiguation (via description) batch_69a44da8ae788190b8e1694f534043d4 completed March 1, 2026, 2:31 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.