Triple

T6938040
Position Surface form Disambiguated ID Type / Status
Subject University of Bucharest E160600 entity
Predicate notableAlumni P51 FINISHED
Object Klaus Iohannis
Klaus Iohannis is a Romanian politician and former physics teacher who has served as the President of Romania since 2014.
E630871 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: Klaus Iohannis | Statement: [University of Bucharest, notableAlumni, Klaus Iohannis]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Klaus Iohannis
Context triple: [University of Bucharest, notableAlumni, Klaus Iohannis]
  • A. Marcel Ciolacu
    Marcel Ciolacu is a Romanian politician who serves as a leading figure in national politics, including holding top roles in government and the Social Democratic Party.
  • B. Mihai Tudose
    Mihai Tudose is a Romanian politician who served as Prime Minister of Romania and is a prominent member of the Social Democratic Party.
  • C. Traian Băsescu
    Traian Băsescu is a Romanian politician and former sea captain who served as President of Romania from 2004 to 2014.
  • D. Ion Iliescu
    Ion Iliescu is a Romanian politician who led the country’s transition from communism after the 1989 revolution and served multiple terms as president in the 1990s and early 2000s.
  • E. Miron Cristea
    Miron Cristea was a Romanian Orthodox cleric and politician who became the first Patriarch of the Romanian Orthodox Church and later served as Prime Minister of Romania.
  • 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: Klaus Iohannis
Triple: [University of Bucharest, notableAlumni, Klaus Iohannis]
Generated description
Klaus Iohannis is a Romanian politician and former physics teacher who has served as the President of Romania since 2014.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Klaus Iohannis
Target entity description: Klaus Iohannis is a Romanian politician and former physics teacher who has served as the President of Romania since 2014.
  • A. Marcel Ciolacu
    Marcel Ciolacu is a Romanian politician who serves as a leading figure in national politics, including holding top roles in government and the Social Democratic Party.
  • B. Mihai Tudose
    Mihai Tudose is a Romanian politician who served as Prime Minister of Romania and is a prominent member of the Social Democratic Party.
  • C. Traian Băsescu
    Traian Băsescu is a Romanian politician and former sea captain who served as President of Romania from 2004 to 2014.
  • D. Ion Iliescu
    Ion Iliescu is a Romanian politician who led the country’s transition from communism after the 1989 revolution and served multiple terms as president in the 1990s and early 2000s.
  • E. Miron Cristea
    Miron Cristea was a Romanian Orthodox cleric and politician who became the first Patriarch of the Romanian Orthodox Church and later served as Prime Minister of Romania.
  • 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_69c6884f3db4819080ad65da69386206 completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6da606328819095eb852f7a0842dc completed March 27, 2026, 7:28 p.m.
NED1 Entity disambiguation (via context triple) batch_69c75861cd548190a215d616b68101d9 completed March 28, 2026, 4:26 a.m.
NEDg Description generation batch_69c759b6e0b48190a29c151bb3ce5165 completed March 28, 2026, 4:31 a.m.
NED2 Entity disambiguation (via description) batch_69c759fc5ea88190837bed8ab37a920b completed March 28, 2026, 4:33 a.m.
Created at: March 27, 2026, 2:28 p.m.