Triple

T19844700
Position Surface form Disambiguated ID Type / Status
Subject Heino E476829 entity
Predicate birthName P65 FINISHED
Object Heinz Georg Kramm
Heinz Georg Kramm, better known by his stage name Heino, is a German schlager and traditional music singer famous for his deep baritone voice, dark sunglasses, and renditions of folk and popular songs.
E1399168 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: Heinz Georg Kramm | Statement: [Heino, birthName, Heinz Georg Kramm]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Heinz Georg Kramm
Context triple: [Heino, birthName, Heinz Georg Kramm]
  • A. Wolf-Dietrich von Cramm
    Wolf-Dietrich von Cramm was a German aristocrat and military officer, notably associated with the noble von Cramm family.
  • B. Carl Otto Czeschka
    Carl Otto Czeschka was an Austrian painter, graphic artist, and designer known for his influential role in the Vienna Secession and the Wiener Werkstätte movement.
  • C. Franz Wittmann
    Franz Wittmann is a name shared by several notable individuals, including an Austrian rally driver and an Austrian physicist.
  • D. Werner Wittmann
    Werner Wittmann is a notable individual recognized for bearing the surname Wittmann, though specific widely known biographical details about him are limited.
  • E. Bernd Mayländer
    Bernd Mayländer is a German racing driver best known as the long-serving official safety car driver in Formula One.
  • 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: Heinz Georg Kramm
Triple: [Heino, birthName, Heinz Georg Kramm]
Generated description
Heinz Georg Kramm, better known by his stage name Heino, is a German schlager and traditional music singer famous for his deep baritone voice, dark sunglasses, and renditions of folk and popular songs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Heinz Georg Kramm
Target entity description: Heinz Georg Kramm, better known by his stage name Heino, is a German schlager and traditional music singer famous for his deep baritone voice, dark sunglasses, and renditions of folk and popular songs.
  • A. Wolf-Dietrich von Cramm
    Wolf-Dietrich von Cramm was a German aristocrat and military officer, notably associated with the noble von Cramm family.
  • B. Carl Otto Czeschka
    Carl Otto Czeschka was an Austrian painter, graphic artist, and designer known for his influential role in the Vienna Secession and the Wiener Werkstätte movement.
  • C. Franz Wittmann
    Franz Wittmann is a name shared by several notable individuals, including an Austrian rally driver and an Austrian physicist.
  • D. Werner Wittmann
    Werner Wittmann is a notable individual recognized for bearing the surname Wittmann, though specific widely known biographical details about him are limited.
  • E. Bernd Mayländer
    Bernd Mayländer is a German racing driver best known as the long-serving official safety car driver in Formula One.
  • 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_69d8e51d39d081909bcfafeaaf3d2fcc completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e658085a148190a305bde0897dfe84 completed April 20, 2026, 4:44 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07d43cfb388190b48f433c00026617 completed May 16, 2026, 2:19 a.m.
NEDg Description generation batch_6a07d81e5bc881909b109afa7cf71384 completed May 16, 2026, 2:36 a.m.
NED2 Entity disambiguation (via description) batch_6a07d91c50648190a2a9f13daad545fd completed May 16, 2026, 2:40 a.m.
Created at: April 10, 2026, 1:51 p.m.