Triple

T12528771
Position Surface form Disambiguated ID Type / Status
Subject Willy Brandt E299504 entity
Predicate birthName P65 FINISHED
Object Herbert Ernst Karl Frahm
Herbert Ernst Karl Frahm, better known as Willy Brandt, was a German statesman who served as Chancellor of West Germany and received the Nobel Peace Prize for his efforts to improve East–West relations during the Cold War.
E1038643 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: Herbert Ernst Karl Frahm | Statement: [Willy Brandt, birthName, Herbert Ernst Karl Frahm]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Herbert Ernst Karl Frahm
Context triple: [Willy Brandt, birthName, Herbert Ernst Karl Frahm]
  • A. Peter Joachim Fröhlich
    Peter Joachim Fröhlich, better known as Peter Gay, was a German-born American historian and educator renowned for his influential works on the Enlightenment, the bourgeois experience, and the history of psychoanalysis.
  • B. Helmut Vetter
    Helmut Vetter was a Nazi SS physician and Auschwitz camp doctor who conducted lethal medical experiments on prisoners and was later tried as a war criminal.
  • C. Gerhard Doerfer
    Gerhard Doerfer was a German linguist renowned for his critical work on Turkic and other Central Asian languages and for his influential rejection of the proposed Altaic language family.
  • D. Karl Herzfeld
    Karl Herzfeld was an Austrian-American physicist known for his contributions to statistical mechanics and acoustics, and for mentoring influential physicists such as John Archibald Wheeler.
  • E. Leonhard Romeis
    Leonhard Romeis was a German architect known for his historicist designs in the late 19th and early 20th centuries, particularly in Munich.
  • 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: Herbert Ernst Karl Frahm
Triple: [Willy Brandt, birthName, Herbert Ernst Karl Frahm]
Generated description
Herbert Ernst Karl Frahm, better known as Willy Brandt, was a German statesman who served as Chancellor of West Germany and received the Nobel Peace Prize for his efforts to improve East–West relations during the Cold War.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Herbert Ernst Karl Frahm
Target entity description: Herbert Ernst Karl Frahm, better known as Willy Brandt, was a German statesman who served as Chancellor of West Germany and received the Nobel Peace Prize for his efforts to improve East–West relations during the Cold War.
  • A. Peter Joachim Fröhlich
    Peter Joachim Fröhlich, better known as Peter Gay, was a German-born American historian and educator renowned for his influential works on the Enlightenment, the bourgeois experience, and the history of psychoanalysis.
  • B. Helmut Vetter
    Helmut Vetter was a Nazi SS physician and Auschwitz camp doctor who conducted lethal medical experiments on prisoners and was later tried as a war criminal.
  • C. Gerhard Doerfer
    Gerhard Doerfer was a German linguist renowned for his critical work on Turkic and other Central Asian languages and for his influential rejection of the proposed Altaic language family.
  • D. Karl Herzfeld
    Karl Herzfeld was an Austrian-American physicist known for his contributions to statistical mechanics and acoustics, and for mentoring influential physicists such as John Archibald Wheeler.
  • E. Leonhard Romeis
    Leonhard Romeis was a German architect known for his historicist designs in the late 19th and early 20th centuries, particularly in Munich.
  • 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_69d6ada5cdd48190860d9ce30aff69be completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d9545e90948190980bd4d64964a0f2 completed April 10, 2026, 7:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69f7304f62288190aa7788fc6fb04254 completed May 3, 2026, 11:23 a.m.
NEDg Description generation batch_69f7316101e48190b3ec59a4376a0562 completed May 3, 2026, 11:28 a.m.
NED2 Entity disambiguation (via description) batch_69f731f8e98c8190becfad8e3a371484 completed May 3, 2026, 11:31 a.m.
Created at: April 8, 2026, 9:57 p.m.