Triple

T1893744
Position Surface form Disambiguated ID Type / Status
Subject IG Farben E41930 entity
Predicate keyPerson P256 FINISHED
Object Otto Ambros
Otto Ambros was a German chemist and Nazi war criminal known for his leading role in developing synthetic rubber and chemical weapons for the Third Reich.
E438465 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: Otto Ambros | Statement: [IG Farben, keyPerson, Otto Ambros]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Otto Ambros
Context triple: [IG Farben, keyPerson, Otto Ambros]
  • A. Adolf Borchers
    Adolf Borchers was a German Luftwaffe fighter ace of World War II, credited with numerous aerial victories on the Eastern Front.
  • B. 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.
  • C. Hermann Weingärtner
    Hermann Weingärtner was a German gymnast who became one of the most successful competitors at the inaugural modern Olympic Games in 1896, winning multiple medals across several events.
  • D. Ludwig Fischer
    Ludwig Fischer was a son of the German philosopher G. W. F. Hegel, about whom relatively little is historically documented compared to his famous father.
  • E. Walter Franz
    Walter Franz is a central character in Arthur Miller's play "The Price," an aging, pragmatic furniture dealer whose negotiations reveal the play’s themes of memory, regret, and the cost of past choices.
  • 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: Otto Ambros
Triple: [IG Farben, keyPerson, Otto Ambros]
Generated description
Otto Ambros was a German chemist and Nazi war criminal known for his leading role in developing synthetic rubber and chemical weapons for the Third Reich.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Otto Ambros
Target entity description: Otto Ambros was a German chemist and Nazi war criminal known for his leading role in developing synthetic rubber and chemical weapons for the Third Reich.
  • A. Adolf Borchers
    Adolf Borchers was a German Luftwaffe fighter ace of World War II, credited with numerous aerial victories on the Eastern Front.
  • B. 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.
  • C. Hermann Weingärtner
    Hermann Weingärtner was a German gymnast who became one of the most successful competitors at the inaugural modern Olympic Games in 1896, winning multiple medals across several events.
  • D. Ludwig Fischer
    Ludwig Fischer was a son of the German philosopher G. W. F. Hegel, about whom relatively little is historically documented compared to his famous father.
  • E. Walter Franz
    Walter Franz is a central character in Arthur Miller's play "The Price," an aging, pragmatic furniture dealer whose negotiations reveal the play’s themes of memory, regret, and the cost of past choices.
  • 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_69a8864b6de0819098d089f6a1b910a7 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69abb1497df08190ad90dd89f76208ca completed March 7, 2026, 5:02 a.m.
NED1 Entity disambiguation (via context triple) batch_69b5f57163e08190934045ea34486605 completed March 14, 2026, 11:55 p.m.
NEDg Description generation batch_69b5f65e9bec819082c33b0c066cd42b completed March 14, 2026, 11:59 p.m.
NED2 Entity disambiguation (via description) batch_69b5fa90f6a48190a27dfeb65f705225 completed March 15, 2026, 12:17 a.m.
Created at: March 4, 2026, 7:34 p.m.