Triple

T5139713
Position Surface form Disambiguated ID Type / Status
Subject Hedy Lamarr E115913 entity
Predicate spouse P13 FINISHED
Object Friedrich Mandl
Friedrich Mandl was an Austrian munitions manufacturer and arms dealer, known as one of the world’s leading armaments industrialists in the interwar period.
E495696 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: Friedrich Mandl | Statement: [Hedy Lamarr, spouse, Friedrich Mandl]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Friedrich Mandl
Context triple: [Hedy Lamarr, spouse, Friedrich Mandl]
  • A. Gregor Strasser
    Gregor Strasser was a prominent early Nazi leader and rival to Adolf Hitler, known for advocating a more socialist-oriented version of National Socialism before being purged and killed during the Night of the Long Knives.
  • B. Hermann Blankenstein
    Hermann Blankenstein was a prominent 19th-century German architect best known for designing numerous public buildings in Berlin, particularly schools and administrative structures.
  • C. Josef Jennewein
    Josef Jennewein was a German World War II Luftwaffe fighter ace and former Olympic alpine skier.
  • D. Rudolf Havenstein
    Rudolf Havenstein was the president of Germany’s Reichsbank during the early Weimar Republic, best known for overseeing monetary policy during the hyperinflation crisis of the early 1920s.
  • E. Jodok Salzmann
    Jodok Salzmann is a notable individual who carries the Salzmann surname, recognized as a distinguished bearer of that family name.
  • 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: Friedrich Mandl
Triple: [Hedy Lamarr, spouse, Friedrich Mandl]
Generated description
Friedrich Mandl was an Austrian munitions manufacturer and arms dealer, known as one of the world’s leading armaments industrialists in the interwar period.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Friedrich Mandl
Target entity description: Friedrich Mandl was an Austrian munitions manufacturer and arms dealer, known as one of the world’s leading armaments industrialists in the interwar period.
  • A. Gregor Strasser
    Gregor Strasser was a prominent early Nazi leader and rival to Adolf Hitler, known for advocating a more socialist-oriented version of National Socialism before being purged and killed during the Night of the Long Knives.
  • B. Hermann Blankenstein
    Hermann Blankenstein was a prominent 19th-century German architect best known for designing numerous public buildings in Berlin, particularly schools and administrative structures.
  • C. Josef Jennewein
    Josef Jennewein was a German World War II Luftwaffe fighter ace and former Olympic alpine skier.
  • D. Rudolf Havenstein
    Rudolf Havenstein was the president of Germany’s Reichsbank during the early Weimar Republic, best known for overseeing monetary policy during the hyperinflation crisis of the early 1920s.
  • E. Jodok Salzmann
    Jodok Salzmann is a notable individual who carries the Salzmann surname, recognized as a distinguished bearer of that family name.
  • 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_69bd44459a988190a772a5c2ec6a1965 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd787ce7fc8190844b6078755cddad completed March 20, 2026, 4:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69bec4d637f48190b825bc21d3776307 completed March 21, 2026, 4:18 p.m.
NEDg Description generation batch_69bec5912be08190a99d7b61acdfec93 completed March 21, 2026, 4:21 p.m.
NED2 Entity disambiguation (via description) batch_69bec67416c48190aed61c9f37bd718a completed March 21, 2026, 4:25 p.m.
Created at: March 20, 2026, 1:43 p.m.