Triple

T16076621
Position Surface form Disambiguated ID Type / Status
Subject Simeon II E389993 entity
Predicate primeMinisterSuccessor P5586 FINISHED
Object Sergei Stanishev
Sergei Stanishev is a Bulgarian politician from the Bulgarian Socialist Party who served as Prime Minister of Bulgaria from 2005 to 2009 and later became President of the Party of European Socialists.
E1194180 NE FINISHED

How this triple was built (5 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: Sergei Stanishev | Statement: [Simeon II, primeMinisterSuccessor, Sergei Stanishev]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sergei Stanishev
Context triple: [Simeon II, primeMinisterSuccessor, Sergei Stanishev]
  • A. Zahari Stoyanov
    Zahari Stoyanov was a prominent Bulgarian revolutionary, writer, and historian known for chronicling and actively participating in Bulgaria’s national liberation and unification movements in the late 19th century.
  • B. Georgi Todorov
    Georgi Todorov was a Bulgarian general who played a prominent command role in the Balkan Wars and World War I.
  • C. Vladimir Tenev
    Vladimir Tenev is a Bulgarian-American entrepreneur best known as the co-founder and CEO of the commission-free trading platform Robinhood Markets.
  • D. Stanislav Nikolov
    Stanislav Nikolov is a researcher known for co-authoring the landmark 2021 Nature paper on AlphaFold, the deep learning system for highly accurate protein structure prediction.
  • E. Boris Slavov
    Boris Slavov is a video game music composer best known for his cinematic scores on major titles such as the Crysis series and Divinity: Original Sin 2.
  • 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: Sergei Stanishev
Triple: [Simeon II, primeMinisterSuccessor, Sergei Stanishev]
Generated description
Sergei Stanishev is a Bulgarian politician from the Bulgarian Socialist Party who served as Prime Minister of Bulgaria from 2005 to 2009 and later became President of the Party of European Socialists.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sergei Stanishev
Target entity description: Sergei Stanishev is a Bulgarian politician from the Bulgarian Socialist Party who served as Prime Minister of Bulgaria from 2005 to 2009 and later became President of the Party of European Socialists.
  • A. Zahari Stoyanov
    Zahari Stoyanov was a prominent Bulgarian revolutionary, writer, and historian known for chronicling and actively participating in Bulgaria’s national liberation and unification movements in the late 19th century.
  • B. Georgi Todorov
    Georgi Todorov was a Bulgarian general who played a prominent command role in the Balkan Wars and World War I.
  • C. Vladimir Tenev
    Vladimir Tenev is a Bulgarian-American entrepreneur best known as the co-founder and CEO of the commission-free trading platform Robinhood Markets.
  • D. Stanislav Nikolov
    Stanislav Nikolov is a researcher known for co-authoring the landmark 2021 Nature paper on AlphaFold, the deep learning system for highly accurate protein structure prediction.
  • E. Boris Slavov
    Boris Slavov is a video game music composer best known for his cinematic scores on major titles such as the Crysis series and Divinity: Original Sin 2.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: primeMinisterSuccessor
Context triple: [Simeon II, primeMinisterSuccessor, Sergei Stanishev]
  • A. succeededByPrimeMinister chosen
    Indicates that one prime minister directly follows another in office as their immediate successor.
  • B. primeMinisterUnder
    Indicates that one person holds the position of prime minister serving under the authority, leadership, or administration of another specified person (such as a head of state or monarch).
  • C. primeMinisterOf
    Indicates that a person holds the office of prime minister as the head of government of a specified country or political entity.
  • D. subsequentHeadOfGovernment
    Indicates that one entity served as the next head of government following another entity in an official succession.
  • E. primeMinisterDuringDeputyPMTerm
    Indicates that one person served as prime minister during the period when another person was serving as deputy prime minister.
  • F. None of above.

Provenance (6 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_69d86daf32ec8190a8c0466c8f49c3c0 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e1ff63edb0819092cbb671967bbdcd completed April 17, 2026, 9:37 a.m.
NED1 Entity disambiguation (via context triple) batch_69ffeb917b008190b1680b347cfa0892 completed May 10, 2026, 2:21 a.m.
NEDg Description generation batch_69ffecb8c71481908b4913bb078b6415 completed May 10, 2026, 2:26 a.m.
NED2 Entity disambiguation (via description) batch_69ffed469a5c8190932fa4ebc44358c4 completed May 10, 2026, 2:28 a.m.
PD Predicate disambiguation batch_69e1827ad7c88190b867da511cbfb7fa completed April 17, 2026, 12:44 a.m.
Created at: April 10, 2026, 4:57 a.m.