Triple

T5865129
Position Surface form Disambiguated ID Type / Status
Subject Neon Lights E130373 entity
Predicate hasWriter P4244 FINISHED
Object Florian Schneider
Florian Schneider was a German musician and co-founder of the pioneering electronic band Kraftwerk, influential in shaping modern electronic and pop music.
 E550437 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: Florian Schneider | Statement: [Neon Lights, hasWriter, Florian Schneider]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Florian Schneider
Context triple: [Neon Lights, hasWriter, Florian Schneider]
  • A. Roland Scholz
    Roland Scholz is a German chemist and academic known for his contributions to theoretical chemistry and molecular modeling.
  • B. Rainer Scholz
    Rainer Scholz is a German former professional footballer and coach known for his career in the Bundesliga during the late 20th century.
  • C. Blake Schwarzenbach
    Blake Schwarzenbach is an American musician best known as the vocalist and guitarist for the influential punk band Jawbreaker and later projects like Jets to Brazil.
  • D. Tom Güldemann
    Tom Güldemann is a linguist known for his extensive research on African languages, particularly the Khoe and other Khoisan language families.
  • E. Florian Ballhaus
    Florian Ballhaus is a German cinematographer known for his work on major Hollywood films and television series.
  • 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: Florian Schneider
Triple: [Neon Lights, hasWriter, Florian Schneider]
Generated description
Florian Schneider was a German musician and co-founder of the pioneering electronic band Kraftwerk, influential in shaping modern electronic and pop music.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Florian Schneider
Target entity description: Florian Schneider was a German musician and co-founder of the pioneering electronic band Kraftwerk, influential in shaping modern electronic and pop music.
  • A. Roland Scholz
    Roland Scholz is a German chemist and academic known for his contributions to theoretical chemistry and molecular modeling.
  • B. Rainer Scholz
    Rainer Scholz is a German former professional footballer and coach known for his career in the Bundesliga during the late 20th century.
  • C. Blake Schwarzenbach
    Blake Schwarzenbach is an American musician best known as the vocalist and guitarist for the influential punk band Jawbreaker and later projects like Jets to Brazil.
  • D. Tom Güldemann
    Tom Güldemann is a linguist known for his extensive research on African languages, particularly the Khoe and other Khoisan language families.
  • E. Florian Ballhaus
    Florian Ballhaus is a German cinematographer known for his work on major Hollywood films and television series.
  • 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_69c0084f3bb08190a7720f55f7aa4252 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c035bfa8188190ab0e28101fdf5e6f completed March 22, 2026, 6:32 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0a1cd307c8190bbb6f5749b30c538 completed March 23, 2026, 2:13 a.m.
NEDg Description generation batch_69c0a258fa208190a06b457e7856c338 completed March 23, 2026, 2:15 a.m.
NED2 Entity disambiguation (via description) batch_69c0a310d2d08190a8dab95f9eef2815 completed March 23, 2026, 2:18 a.m.
Created at: March 22, 2026, 3:56 p.m.