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.