Triple

T811628
Position Surface form Disambiguated ID Type / Status
Subject European Stability Mechanism E17556 entity
Predicate hasManagingDirector P2568 FINISHED
Object Klaus Regling
Klaus Regling is a German economist and former EU official best known for serving as the first Managing Director of the European Stability Mechanism, the eurozone’s permanent bailout fund.
E97873 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: Klaus Regling | Statement: [European Stability Mechanism, hasManagingDirector, Klaus Regling]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Klaus Regling
Context triple: [European Stability Mechanism, hasManagingDirector, Klaus Regling]
  • A. Artur Axmann
    Artur Axmann was a German Nazi official who led the Hitler Youth during the final years of the Third Reich and remained loyal to Adolf Hitler until the regime’s collapse.
  • B. Jeroen Dijsselbloem
    Jeroen Dijsselbloem is a Dutch Labour Party politician and economist who served as the Netherlands’ Minister of Finance and as president of the Eurogroup during the eurozone debt crisis.
  • C. Jens Bergensten
    Jens Bergensten is a Swedish video game designer and programmer best known as the lead developer of the sandbox game Minecraft at Mojang Studios.
  • D. Kristalina Georgieva
    Kristalina Georgieva is a Bulgarian economist and global financial leader who serves as the Managing Director of the International Monetary Fund.
  • E. Peter Kohl
    Peter Kohl is a German businessman and author best known as the son of former German Chancellor Helmut Kohl.
  • 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 Regling
Triple: [European Stability Mechanism, hasManagingDirector, Klaus Regling]
Generated description
Klaus Regling is a German economist and former EU official best known for serving as the first Managing Director of the European Stability Mechanism, the eurozone’s permanent bailout fund.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Klaus Regling
Target entity description: Klaus Regling is a German economist and former EU official best known for serving as the first Managing Director of the European Stability Mechanism, the eurozone’s permanent bailout fund.
  • A. Artur Axmann
    Artur Axmann was a German Nazi official who led the Hitler Youth during the final years of the Third Reich and remained loyal to Adolf Hitler until the regime’s collapse.
  • B. Jeroen Dijsselbloem
    Jeroen Dijsselbloem is a Dutch Labour Party politician and economist who served as the Netherlands’ Minister of Finance and as president of the Eurogroup during the eurozone debt crisis.
  • C. Jens Bergensten
    Jens Bergensten is a Swedish video game designer and programmer best known as the lead developer of the sandbox game Minecraft at Mojang Studios.
  • D. Kristalina Georgieva
    Kristalina Georgieva is a Bulgarian economist and global financial leader who serves as the Managing Director of the International Monetary Fund.
  • E. Peter Kohl
    Peter Kohl is a German businessman and author best known as the son of former German Chancellor Helmut Kohl.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasManagingDirector
Context triple: [European Stability Mechanism, hasManagingDirector, Klaus Regling]
  • A. majorShareholderOf
    Indicates that one entity owns a controlling or significantly large portion of another entity’s shares or equity.
  • B. managingOrganisation
    Indicates that one organisation has responsibility for directing, overseeing, or administering another entity or activity.
  • C. hasChiefExecutiveRole chosen
    Indicates that an entity holds the highest executive leadership position and overall managerial authority within an organization.
  • D. boardMember
    Indicates that a person serves on the governing board of an organization, participating in its oversight and decision-making.
  • E. administeredBy
    Indicates that an action, service, or process is carried out, managed, or overseen by a specified agent or authority.
  • 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_69a4937ae8a08190b5084a03d532b30e completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4ab4c7418819085cb64c6bf5fa70c completed March 1, 2026, 9:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69a76d8869888190a95857546dfae5b3 completed March 3, 2026, 11:23 p.m.
NEDg Description generation batch_69a78e436c048190b31b53fff1c48f1d completed March 4, 2026, 1:43 a.m.
NED2 Entity disambiguation (via description) batch_69a78eb80f6081908257889efaff6d33 completed March 4, 2026, 1:45 a.m.
PD Predicate disambiguation batch_69a4aa73df08819096d0553a4b2509de completed March 1, 2026, 9:07 p.m.
Created at: March 1, 2026, 7:38 p.m.