Triple

T14831557
Position Surface form Disambiguated ID Type / Status
Subject Tivadar Soros E348716 entity
Predicate birthName P65 FINISHED
Object Theodor Schwarz
Theodor Schwarz, better known as Tivadar Soros, was a Hungarian Jewish lawyer, writer, and father of financier George Soros, noted for his memoirs about surviving World War II.
E1479484 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: Theodor Schwarz | Statement: [Tivadar Soros, birthName, Theodor Schwarz]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Theodor Schwarz
Context triple: [Tivadar Soros, birthName, Theodor Schwarz]
  • A. Wilhelm Schwarz
    Wilhelm Schwarz was a Lutheran missionary and religious leader associated with the establishment of the Hermannsburg mission.
  • B. Theodor Scherer
    Theodor Scherer was a German Wehrmacht general during World War II, known for commanding encircled forces on the Eastern Front, particularly in defensive battles against Soviet offensives.
  • C. Ernst Schneider
    Ernst Schneider was a mountaineer known for being part of the team that made the first recorded ascent of Lenin Peak in the Pamir Mountains.
  • D. Theodor Duesterberg
    Theodor Duesterberg was a German nationalist politician and co-leader of the Stahlhelm paramilitary organization who ran unsuccessfully for president in the 1932 German election.
  • E. Theodor Sparkuhl
    Theodor Sparkuhl was a German-born cinematographer known for his expressive lighting and camera work in both European and Hollywood films during the early 20th century.
  • 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: Theodor Schwarz
Triple: [Tivadar Soros, birthName, Theodor Schwarz]
Generated description
Theodor Schwarz, better known as Tivadar Soros, was a Hungarian Jewish lawyer, writer, and father of financier George Soros, noted for his memoirs about surviving World War II.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Theodor Schwarz
Target entity description: Theodor Schwarz, better known as Tivadar Soros, was a Hungarian Jewish lawyer, writer, and father of financier George Soros, noted for his memoirs about surviving World War II.
  • A. Wilhelm Schwarz
    Wilhelm Schwarz was a Lutheran missionary and religious leader associated with the establishment of the Hermannsburg mission.
  • B. Theodor Scherer
    Theodor Scherer was a German Wehrmacht general during World War II, known for commanding encircled forces on the Eastern Front, particularly in defensive battles against Soviet offensives.
  • C. Ernst Schneider
    Ernst Schneider was a mountaineer known for being part of the team that made the first recorded ascent of Lenin Peak in the Pamir Mountains.
  • D. Theodor Duesterberg
    Theodor Duesterberg was a German nationalist politician and co-leader of the Stahlhelm paramilitary organization who ran unsuccessfully for president in the 1932 German election.
  • E. Theodor Sparkuhl
    Theodor Sparkuhl was a German-born cinematographer known for his expressive lighting and camera work in both European and Hollywood films during the early 20th century.
  • 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_69d822ec69008190a9232caa68836872 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69ded0748eec8190a39c94024c3a3e3e completed April 14, 2026, 11:40 p.m.
NED1 Entity disambiguation (via context triple) batch_6a09ad4449b08190bbe537d050a7d923 completed May 17, 2026, 11:57 a.m.
NEDg Description generation batch_6a09add0b7948190a68b42b0fed110fd completed May 17, 2026, noon
NED2 Entity disambiguation (via description) batch_6a09ae80cd648190a4f0bda8894fca2b completed May 17, 2026, 12:03 p.m.
Created at: April 10, 2026, 1:52 a.m.