Triple

T12212849
Position Surface form Disambiguated ID Type / Status
Subject Nexhmije Hoxha E291006 entity
Predicate hasChild P369 FINISHED
Object Besmir Hoxha
Besmir Hoxha is known primarily as a member of the Hoxha family, being the son of Nexhmije Hoxha, the widow of former Albanian communist leader Enver Hoxha.
E982994 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: Besmir Hoxha | Statement: [Nexhmije Hoxha, hasChild, Besmir Hoxha]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Besmir Hoxha
Context triple: [Nexhmije Hoxha, hasChild, Besmir Hoxha]
  • A. Artan Hoxha
    Artan Hoxha is an Albanian academic and university leader who serves as the rector of the University of Tirana.
  • B. Ilir Hoxha
    Ilir Hoxha is the son of former Albanian communist leader Enver Hoxha and Nexhmije Hoxha, known primarily for his connection to this prominent political family.
  • C. Mehmet Shehu
    Mehmet Shehu was a prominent Albanian communist military leader and later prime minister, known for his key role in World War II partisan resistance and in consolidating Enver Hoxha’s regime.
  • D. 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.
  • E. Luigj Gurakuqi
    Luigj Gurakuqi was an Albanian nationalist leader, educator, and politician who played a key role in the country’s independence and early state-building efforts.
  • 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: Besmir Hoxha
Triple: [Nexhmije Hoxha, hasChild, Besmir Hoxha]
Generated description
Besmir Hoxha is known primarily as a member of the Hoxha family, being the son of Nexhmije Hoxha, the widow of former Albanian communist leader Enver Hoxha.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Besmir Hoxha
Target entity description: Besmir Hoxha is known primarily as a member of the Hoxha family, being the son of Nexhmije Hoxha, the widow of former Albanian communist leader Enver Hoxha.
  • A. Artan Hoxha
    Artan Hoxha is an Albanian academic and university leader who serves as the rector of the University of Tirana.
  • B. Ilir Hoxha
    Ilir Hoxha is the son of former Albanian communist leader Enver Hoxha and Nexhmije Hoxha, known primarily for his connection to this prominent political family.
  • C. Mehmet Shehu
    Mehmet Shehu was a prominent Albanian communist military leader and later prime minister, known for his key role in World War II partisan resistance and in consolidating Enver Hoxha’s regime.
  • D. 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.
  • E. Luigj Gurakuqi
    Luigj Gurakuqi was an Albanian nationalist leader, educator, and politician who played a key role in the country’s independence and early state-building efforts.
  • 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_69d6ab65923081909acfc61b7a612233 completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d91c915f548190b34a743f0a3bb51a completed April 10, 2026, 3:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69f63ee89b28819095e2e5df8acbcb22 completed May 2, 2026, 6:14 p.m.
NEDg Description generation batch_69f6403711bc8190b214d4b06792a538 completed May 2, 2026, 6:19 p.m.
NED2 Entity disambiguation (via description) batch_69f640f543c08190b95b16a8909eebf8 completed May 2, 2026, 6:22 p.m.
Created at: April 8, 2026, 9:51 p.m.