Triple

T3574247
Position Surface form Disambiguated ID Type / Status
Subject President of Albania E75647 entity
Predicate officeHoldersInclude P537 FINISHED
Object Sali Berisha
Sali Berisha is an Albanian cardiologist-turned-politician who served as both President and Prime Minister of Albania and has been a dominant, often controversial figure in the country’s post-communist politics.
E368869 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: Sali Berisha | Statement: [President of Albania, officeHoldersInclude, Sali Berisha]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sali Berisha
Context triple: [President of Albania, officeHoldersInclude, Sali Berisha]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Nexhmije Hoxha
    Nexhmije Hoxha was an Albanian communist politician and influential figure in the country’s socialist regime, known for her role in propaganda and as the widow of longtime leader Enver Hoxha.
  • E. 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.
  • 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: Sali Berisha
Triple: [President of Albania, officeHoldersInclude, Sali Berisha]
Generated description
Sali Berisha is an Albanian cardiologist-turned-politician who served as both President and Prime Minister of Albania and has been a dominant, often controversial figure in the country’s post-communist politics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sali Berisha
Target entity description: Sali Berisha is an Albanian cardiologist-turned-politician who served as both President and Prime Minister of Albania and has been a dominant, often controversial figure in the country’s post-communist politics.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Nexhmije Hoxha
    Nexhmije Hoxha was an Albanian communist politician and influential figure in the country’s socialist regime, known for her role in propaganda and as the widow of longtime leader Enver Hoxha.
  • E. 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.
  • 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_69ad85d5e3008190bdfe0bacdd1f5a1b completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc0d928f08190830347b3b032178a completed March 8, 2026, 6:32 p.m.
NED1 Entity disambiguation (via context triple) batch_69b3bbc077048190917260402e2ccf66 completed March 13, 2026, 7:24 a.m.
NEDg Description generation batch_69b3bc556d2881908867daf93b509d74 completed March 13, 2026, 7:27 a.m.
NED2 Entity disambiguation (via description) batch_69b3f5b6e66c81908700d5f3df0a864d completed March 13, 2026, 11:32 a.m.
Created at: March 8, 2026, 3:21 p.m.