Triple

T15925134
Position Surface form Disambiguated ID Type / Status
Subject Prime Minister of Kosovo E386187 entity
Predicate officeHoldersInclude P537 FINISHED
Object Isa Mustafa
Isa Mustafa is a Kosovar politician and economist who served as Prime Minister of Kosovo and was a long-time leader of the Democratic League of Kosovo (LDK).
E1185322 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: Isa Mustafa | Statement: [Prime Minister of Kosovo, officeHoldersInclude, Isa Mustafa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Isa Mustafa
Context triple: [Prime Minister of Kosovo, officeHoldersInclude, Isa Mustafa]
  • A. Faika Fuad
    Faika Fuad was an Egyptian princess, the daughter of King Fuad I and a member of Egypt’s last ruling royal family.
  • B. Issa Kassis
    Issa Kassis is a Palestinian politician who serves as the mayor of Ramallah, a major cultural and administrative center in the West Bank.
  • C. Riza Aziz
    Riza Aziz is a Malaysian film producer and co-founder of Red Granite Pictures, known for financing high-profile Hollywood films and being embroiled in the 1MDB corruption scandal.
  • D. Asmahan Arslan
    Asmahan Arslan is a prominent Lebanese Druze political figure and member of the influential Arslan family.
  • E. Zafer Tawil
    Zafer Tawil is a Palestinian-American musician and composer known for his virtuosity on traditional Middle Eastern instruments and his contributions to film scores and world music collaborations.
  • 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: Isa Mustafa
Triple: [Prime Minister of Kosovo, officeHoldersInclude, Isa Mustafa]
Generated description
Isa Mustafa is a Kosovar politician and economist who served as Prime Minister of Kosovo and was a long-time leader of the Democratic League of Kosovo (LDK).
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Isa Mustafa
Target entity description: Isa Mustafa is a Kosovar politician and economist who served as Prime Minister of Kosovo and was a long-time leader of the Democratic League of Kosovo (LDK).
  • A. Faika Fuad
    Faika Fuad was an Egyptian princess, the daughter of King Fuad I and a member of Egypt’s last ruling royal family.
  • B. Issa Kassis
    Issa Kassis is a Palestinian politician who serves as the mayor of Ramallah, a major cultural and administrative center in the West Bank.
  • C. Riza Aziz
    Riza Aziz is a Malaysian film producer and co-founder of Red Granite Pictures, known for financing high-profile Hollywood films and being embroiled in the 1MDB corruption scandal.
  • D. Asmahan Arslan
    Asmahan Arslan is a prominent Lebanese Druze political figure and member of the influential Arslan family.
  • E. Zafer Tawil
    Zafer Tawil is a Palestinian-American musician and composer known for his virtuosity on traditional Middle Eastern instruments and his contributions to film scores and world music collaborations.
  • 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_69d86da750008190987eb26be3f6c118 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e15685b28c8190927b704fef14a159 completed April 16, 2026, 9:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffb5adcde88190ae2a845aaa9d31ac completed May 9, 2026, 10:31 p.m.
NEDg Description generation batch_69ffb6c4a66c8190bba70da71c9ec576 completed May 9, 2026, 10:35 p.m.
NED2 Entity disambiguation (via description) batch_69ffb7a373d88190a2fcf75022f3e161 completed May 9, 2026, 10:39 p.m.
Created at: April 10, 2026, 4:52 a.m.