Triple

T13291029
Position Surface form Disambiguated ID Type / Status
Subject Mercedes-Benz W25 E316558 entity
Predicate designer P184 FINISHED
Object Hans Nibel
Hans Nibel was a prominent German automotive engineer best known for his influential racing and production car designs at Mercedes-Benz in the early 20th century.
E1384290 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: Hans Nibel | Statement: [Mercedes-Benz W25, designer, Hans Nibel]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hans Nibel
Context triple: [Mercedes-Benz W25, designer, Hans Nibel]
  • A. Walther Nehring
    Walther Nehring was a German general and panzer commander in World War II, known for leading armored formations on the Eastern Front and in North Africa.
  • B. Adolf Borchers
    Adolf Borchers was a German Luftwaffe fighter ace of World War II, credited with numerous aerial victories on the Eastern Front.
  • C. Otto Schenk
    Otto Schenk is an Austrian actor, director, and comedian renowned for his work in theater and opera, particularly at the Vienna State Opera and the Metropolitan Opera.
  • D. Hans Zenker
    Hans Zenker was a German admiral who led the interwar Reichsmarine and played a key role in rebuilding Germany’s naval forces after World War I.
  • E. Walter Thiel
    Walter Thiel was a German rocket engineer and propulsion expert whose work on liquid-fuel engines was crucial to the development of early German missile technology during World War II.
  • 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: Hans Nibel
Triple: [Mercedes-Benz W25, designer, Hans Nibel]
Generated description
Hans Nibel was a prominent German automotive engineer best known for his influential racing and production car designs at Mercedes-Benz in the early 20th century.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hans Nibel
Target entity description: Hans Nibel was a prominent German automotive engineer best known for his influential racing and production car designs at Mercedes-Benz in the early 20th century.
  • A. Walther Nehring
    Walther Nehring was a German general and panzer commander in World War II, known for leading armored formations on the Eastern Front and in North Africa.
  • B. Adolf Borchers
    Adolf Borchers was a German Luftwaffe fighter ace of World War II, credited with numerous aerial victories on the Eastern Front.
  • C. Otto Schenk
    Otto Schenk is an Austrian actor, director, and comedian renowned for his work in theater and opera, particularly at the Vienna State Opera and the Metropolitan Opera.
  • D. Hans Zenker
    Hans Zenker was a German admiral who led the interwar Reichsmarine and played a key role in rebuilding Germany’s naval forces after World War I.
  • E. Walter Thiel
    Walter Thiel was a German rocket engineer and propulsion expert whose work on liquid-fuel engines was crucial to the development of early German missile technology during World War II.
  • 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_69d806b349908190a9a61dd9323bf153 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d99077a8f48190b1163448a3a978a2 completed April 11, 2026, 12:06 a.m.
NED1 Entity disambiguation (via context triple) batch_6a075eefce50819097c5f31f14290b51 completed May 15, 2026, 5:59 p.m.
NEDg Description generation batch_6a075f9af3f88190b9cdf276a08cf12c completed May 15, 2026, 6:02 p.m.
NED2 Entity disambiguation (via description) batch_6a075ff0fb208190a937998551a01497 completed May 15, 2026, 6:03 p.m.
Created at: April 9, 2026, 9:27 p.m.