Triple

T2797626
Position Surface form Disambiguated ID Type / Status
Subject Willy Brandt E53076 entity
Predicate familyName P18 FINISHED
Object Frahm
Frahm is the original surname of Willy Brandt, the German statesman who served as Chancellor of West Germany and won the Nobel Peace Prize.
E299504 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: Frahm | Statement: [Willy Brandt, familyName, Frahm]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Frahm
Context triple: [Willy Brandt, familyName, Frahm]
  • A. Anton Lopatin
    Anton Lopatin was a Soviet Red Army lieutenant general who played a significant command role on the Eastern Front during World War II, including in the Battle of Stalingrad.
  • B. Audion
    Audion is an early triode vacuum tube invented by Lee de Forest that enabled the amplification of electrical signals and was crucial to the development of radio and electronics.
  • C. Steinberg
    Steinberg is a German and Ashkenazi Jewish surname borne by numerous notable individuals across fields such as music, art, business, and politics.
  • D. A-Trak
    A-Trak is a Canadian DJ, turntablist, and record producer known for his championship-level scratching skills and influential work in electronic and hip-hop music.
  • E. David Sancious
    David Sancious is an American keyboardist and guitarist best known as an original member of Bruce Springsteen’s E Street Band and for his work as a versatile session and solo artist.
  • 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: Frahm
Triple: [Willy Brandt, familyName, Frahm]
Generated description
Frahm is the original surname of Willy Brandt, the German statesman who served as Chancellor of West Germany and won the Nobel Peace Prize.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Frahm
Target entity description: Frahm is the original surname of Willy Brandt, the German statesman who served as Chancellor of West Germany and won the Nobel Peace Prize.
  • A. Anton Lopatin
    Anton Lopatin was a Soviet Red Army lieutenant general who played a significant command role on the Eastern Front during World War II, including in the Battle of Stalingrad.
  • B. Audion
    Audion is an early triode vacuum tube invented by Lee de Forest that enabled the amplification of electrical signals and was crucial to the development of radio and electronics.
  • C. Steinberg
    Steinberg is a German and Ashkenazi Jewish surname borne by numerous notable individuals across fields such as music, art, business, and politics.
  • D. A-Trak
    A-Trak is a Canadian DJ, turntablist, and record producer known for his championship-level scratching skills and influential work in electronic and hip-hop music.
  • E. David Sancious
    David Sancious is an American keyboardist and guitarist best known as an original member of Bruce Springsteen’s E Street Band and for his work as a versatile session and solo artist.
  • 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_69ab495a90788190941b6917e1eca3a6 completed March 6, 2026, 9:38 p.m.
NER Named-entity recognition batch_69abddf204148190a53f3f30d645d94c completed March 7, 2026, 8:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69afc66798148190bd7b163043167409 completed March 10, 2026, 7:21 a.m.
NEDg Description generation batch_69afc6e6d4bc81908108fe24677448c3 completed March 10, 2026, 7:23 a.m.
NED2 Entity disambiguation (via description) batch_69afc792051c8190b8c95156e5fcfe2f completed March 10, 2026, 7:26 a.m.
Created at: March 6, 2026, 9:58 p.m.