Triple

T2212367
Position Surface form Disambiguated ID Type / Status
Subject Panzer IV E50946 entity
Predicate designedBy P184 FINISHED
Object Heinrich Ernst Kniepkamp
Heinrich Ernst Kniepkamp was a German automotive and tank engineer who played a key role in developing Wehrmacht armored vehicles during the Second World War.
 E272283 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: Heinrich Ernst Kniepkamp | Statement: [Panzer IV, designedBy, Heinrich Ernst Kniepkamp]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Heinrich Ernst Kniepkamp
Context triple: [Panzer IV, designedBy, Heinrich Ernst Kniepkamp]
  • A. Johannes Kleiman
    Johannes Kleiman was a Dutch office manager and resistance helper who assisted in hiding Anne Frank and her family during the Nazi occupation of the Netherlands.
  • B. Friedrich Bonte
    Friedrich Bonte was a German Kriegsmarine officer and flotilla leader who commanded the German destroyer forces during the early World War II naval operations in Norway.
  • C. Gustav Kleikamp
    Gustav Kleikamp was a German naval officer and rear admiral in the Kriegsmarine during World War II, known for commanding forces in the opening attack on Poland.
  • D. Adolf Leonard van Gendt
    Adolf Leonard van Gendt was a Dutch architect best known for designing Amsterdam’s renowned Concertgebouw concert hall.
  • E. Friedrich Wiese
    Friedrich Wiese was a German Wehrmacht general during World War II who commanded German forces in southern France, including during the Allied invasion known as Operation Dragoon.
  • 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: Heinrich Ernst Kniepkamp
Triple: [Panzer IV, designedBy, Heinrich Ernst Kniepkamp]
Generated description
Heinrich Ernst Kniepkamp was a German automotive and tank engineer who played a key role in developing Wehrmacht armored vehicles during the Second World War.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Heinrich Ernst Kniepkamp
Target entity description: Heinrich Ernst Kniepkamp was a German automotive and tank engineer who played a key role in developing Wehrmacht armored vehicles during the Second World War.
  • A. Johannes Kleiman
    Johannes Kleiman was a Dutch office manager and resistance helper who assisted in hiding Anne Frank and her family during the Nazi occupation of the Netherlands.
  • B. Friedrich Bonte
    Friedrich Bonte was a German Kriegsmarine officer and flotilla leader who commanded the German destroyer forces during the early World War II naval operations in Norway.
  • C. Gustav Kleikamp
    Gustav Kleikamp was a German naval officer and rear admiral in the Kriegsmarine during World War II, known for commanding forces in the opening attack on Poland.
  • D. Adolf Leonard van Gendt
    Adolf Leonard van Gendt was a Dutch architect best known for designing Amsterdam’s renowned Concertgebouw concert hall.
  • E. Friedrich Wiese
    Friedrich Wiese was a German Wehrmacht general during World War II who commanded German forces in southern France, including during the Allied invasion known as Operation Dragoon.
  • 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_69a88b06709c8190978fb2418470d1b6 completed March 4, 2026, 7:41 p.m.
NER Named-entity recognition batch_69abbfecea6c8190b762bbfda8490e31 completed March 7, 2026, 6:04 a.m.
NED1 Entity disambiguation (via context triple) batch_69af1f74880481908ffd16a25792f013 completed March 9, 2026, 7:28 p.m.
NEDg Description generation batch_69af1ffa32008190a8c654a2ae4623aa completed March 9, 2026, 7:31 p.m.
NED2 Entity disambiguation (via description) batch_69af20e52660819080efea271eee7b13 completed March 9, 2026, 7:35 p.m.
Created at: March 4, 2026, 7:46 p.m.