Triple

T22256617
Position Surface form Disambiguated ID Type / Status
Subject Einstürzende Neubauten E550108 entity
Predicate formerMember P1168 FINISHED
Object Mark Chung
Mark Chung is a German bassist and music industry executive best known for his influential work with the experimental industrial band Einstürzende Neubauten.
E1526967 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: Mark Chung | Statement: [Einstürzende Neubauten, formerMember, Mark Chung]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mark Chung
Context triple: [Einstürzende Neubauten, formerMember, Mark Chung]
  • A. Danny Chung
    Danny Chung is a fictional Korean American political figure portrayed by Randall Park, best known as a charismatic congressman in the television series "Veep."
  • B. Charlie Wu
    Charlie Wu is a fictional character from the "Crazy Rich Asians" series, known as Astrid Leong’s wealthy and charming ex-boyfriend.
  • C. Osric Chau
    Osric Chau is a Canadian actor and producer best known for his role as Kevin Tran on the television series "Supernatural."
  • D. Jason Chae
    Jason Chae is a film producer best known for his work on the acclaimed 2010 South Korean thriller "The Housemaid."
  • E. Roger Yuan
    Roger Yuan is an American martial artist, fight choreographer, and actor known for his roles and stunt work in numerous action films.
  • 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: Mark Chung
Triple: [Einstürzende Neubauten, formerMember, Mark Chung]
Generated description
Mark Chung is a German bassist and music industry executive best known for his influential work with the experimental industrial band Einstürzende Neubauten.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mark Chung
Target entity description: Mark Chung is a German bassist and music industry executive best known for his influential work with the experimental industrial band Einstürzende Neubauten.
  • A. Danny Chung
    Danny Chung is a fictional Korean American political figure portrayed by Randall Park, best known as a charismatic congressman in the television series "Veep."
  • B. Charlie Wu
    Charlie Wu is a fictional character from the "Crazy Rich Asians" series, known as Astrid Leong’s wealthy and charming ex-boyfriend.
  • C. Osric Chau
    Osric Chau is a Canadian actor and producer best known for his role as Kevin Tran on the television series "Supernatural."
  • D. Jason Chae
    Jason Chae is a film producer best known for his work on the acclaimed 2010 South Korean thriller "The Housemaid."
  • E. Roger Yuan
    Roger Yuan is an American martial artist, fight choreographer, and actor known for his roles and stunt work in numerous action films.
  • 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_69e11e42adb8819087714772ea606709 completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f138c314308190a5eea84e1750158a completed April 28, 2026, 10:46 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0ab66655308190bdbc99af6ff2431c completed May 18, 2026, 6:49 a.m.
NEDg Description generation batch_6a0ab70bd30881908c2396ed5c825031 completed May 18, 2026, 6:51 a.m.
NED2 Entity disambiguation (via description) batch_6a0ab7a959b48190bd3dec4ce128c2b1 completed May 18, 2026, 6:54 a.m.
Created at: April 16, 2026, 8:39 p.m.