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.