Triple

T18883542
Position Surface form Disambiguated ID Type / Status
Subject Langenfeld (Rheinland) E461893 entity
Predicate hasMayor P185 FINISHED
Object Frank Schneider
Frank Schneider is a German local politician who serves as the mayor of the town of Langenfeld (Rheinland) in North Rhine-Westphalia.
E1347954 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: Frank Schneider | Statement: [Langenfeld (Rheinland), hasMayor, Frank Schneider]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Frank Schneider
Context triple: [Langenfeld (Rheinland), hasMayor, Frank Schneider]
  • A. Peter Schreyer
    Peter Schreyer is a renowned German automobile designer best known for his influential work at Audi and Kia, where he helped shape modern automotive design language.
  • B. Julian Saenger
    Julian Saenger was an American theater entrepreneur best known for developing and operating early 20th-century movie palaces through his Saenger Amusement Company.
  • C. Max Winkler
    Max Winkler is an American film and television director, screenwriter, and producer known for projects such as "Ceremony" and episodes of various acclaimed TV series.
  • D. 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.
  • E. Jonas Schneider
    Jonas Schneider is a researcher in reinforcement learning best known for co-authoring the Hindsight Experience Replay technique for more efficient learning from sparse rewards.
  • 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: Frank Schneider
Triple: [Langenfeld (Rheinland), hasMayor, Frank Schneider]
Generated description
Frank Schneider is a German local politician who serves as the mayor of the town of Langenfeld (Rheinland) in North Rhine-Westphalia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Frank Schneider
Target entity description: Frank Schneider is a German local politician who serves as the mayor of the town of Langenfeld (Rheinland) in North Rhine-Westphalia.
  • A. Peter Schreyer
    Peter Schreyer is a renowned German automobile designer best known for his influential work at Audi and Kia, where he helped shape modern automotive design language.
  • B. Julian Saenger
    Julian Saenger was an American theater entrepreneur best known for developing and operating early 20th-century movie palaces through his Saenger Amusement Company.
  • C. Max Winkler
    Max Winkler is an American film and television director, screenwriter, and producer known for projects such as "Ceremony" and episodes of various acclaimed TV series.
  • D. 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.
  • E. Jonas Schneider
    Jonas Schneider is a researcher in reinforcement learning best known for co-authoring the Hindsight Experience Replay technique for more efficient learning from sparse rewards.
  • 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_69d8dcfc3430819095ee6fc0eb4c06a5 completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5c3d3dcec8190a468162c6a4482f6 completed April 20, 2026, 6:12 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0582af0e44819084b87fe5a00ef336 completed May 14, 2026, 8:07 a.m.
NEDg Description generation batch_6a058696fc408190b63bfd77c4f23e0b completed May 14, 2026, 8:23 a.m.
NED2 Entity disambiguation (via description) batch_6a0587056df08190b9fae9bbcec12a64 completed May 14, 2026, 8:25 a.m.
Created at: April 10, 2026, 11:57 a.m.