Triple

T2580482
Position Surface form Disambiguated ID Type / Status
Subject Enver Hoxha E57077 entity
Predicate familyName P18 FINISHED
Object Hoxha
Hoxha is a common Albanian surname most prominently associated with Enver Hoxha, the longtime communist leader of Albania.
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: Hoxha | Statement: [Enver Hoxha, familyName, Hoxha]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hoxha
Context triple: [Enver Hoxha, familyName, Hoxha]
  • A. 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.
  • B. Sulejman Pasha Bargjini
    Sulejman Pasha Bargjini was an Ottoman Albanian noble and military figure credited with establishing the city that became Albania’s capital, Tirana, in the early 17th century.
  • C. Ibrahim Rugova
    Ibrahim Rugova was a Kosovar Albanian intellectual and political leader known for his nonviolent resistance to Serbian rule and his role as the first President of Kosovo.
  • D. Hashim Thaçi
    Hashim Thaçi is a Kosovar politician and former leader of the Kosovo Liberation Army who later served as the first Prime Minister and then President of an independent Kosovo.
  • E. 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.
  • 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: Hoxha
Triple: [Enver Hoxha, familyName, Hoxha]
Generated description
Hoxha is a common Albanian surname most prominently associated with Enver Hoxha, the longtime communist leader of Albania.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hoxha
Target entity description: Hoxha is a common Albanian surname most prominently associated with Enver Hoxha, the longtime communist leader of Albania.
  • A. Enver Hoxha chosen
    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.
  • B. Sulejman Pasha Bargjini
    Sulejman Pasha Bargjini was an Ottoman Albanian noble and military figure credited with establishing the city that became Albania’s capital, Tirana, in the early 17th century.
  • C. Ibrahim Rugova
    Ibrahim Rugova was a Kosovar Albanian intellectual and political leader known for his nonviolent resistance to Serbian rule and his role as the first President of Kosovo.
  • D. Hashim Thaçi
    Hashim Thaçi is a Kosovar politician and former leader of the Kosovo Liberation Army who later served as the first Prime Minister and then President of an independent Kosovo.
  • E. 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.
  • F. None of above.

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_69ab4a4dca6481908c301f8e317396e7 completed March 6, 2026, 9:42 p.m.
NER Named-entity recognition batch_69abd3c6da888190ba7abfe37d182602 completed March 7, 2026, 7:29 a.m.
NED1 Entity disambiguation (via context triple) batch_69afa046b09c8190a03f6a24ae1a1d6e completed March 10, 2026, 4:38 a.m.
NEDg Description generation batch_69afa1196aac81909b25557dff5acf5e completed March 10, 2026, 4:42 a.m.
NED2 Entity disambiguation (via description) batch_69afa1a7d9b48190a8b14a7d209e1f26 completed March 10, 2026, 4:44 a.m.
Created at: March 6, 2026, 9:49 p.m.