Triple

T3090449
Position Surface form Disambiguated ID Type / Status
Subject Heinrich Marx E64467 entity
Predicate child P120 FINISHED
Object Hermann Marx
Hermann Marx was a member of the Marx family of Trier, known primarily as a son of the lawyer Heinrich Marx and thus part of the extended family circle of Karl Marx.
E525311 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: Hermann Marx | Statement: [Heinrich Marx, child, Hermann Marx]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hermann Marx
Context triple: [Heinrich Marx, child, Hermann Marx]
  • A. Gustav Heinemann
    Gustav Heinemann was a German politician who served as President of the Federal Republic of Germany from 1969 to 1974 and was known for his strong commitment to democracy and civil liberties.
  • B. Wilhelm Siegling
    Wilhelm Siegling was a German linguist and philologist known for his pioneering work on the Tocharian languages and their classification within the Indo-European language family.
  • C. Hermann Henselmann
    Hermann Henselmann was a prominent East German architect best known for shaping the socialist architectural landscape of Berlin during the mid-20th century.
  • D. Hermann Huppertz
    Hermann Huppertz was a German Luftwaffe fighter pilot who served with Jagdgeschwader 52 (JG 52), one of the most successful fighter wings of World War II.
  • E. Heinrich Stern
    Heinrich Stern was a physician and medical leader best known for founding the American College of Physicians, a major professional organization for internists in the United States.
  • 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: Hermann Marx
Triple: [Heinrich Marx, child, Hermann Marx]
Generated description
Hermann Marx was a member of the Marx family of Trier, known primarily as a son of the lawyer Heinrich Marx and thus part of the extended family circle of Karl Marx.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hermann Marx
Target entity description: Hermann Marx was a member of the Marx family of Trier, known primarily as a son of the lawyer Heinrich Marx and thus part of the extended family circle of Karl Marx.
  • A. Gustav Heinemann
    Gustav Heinemann was a German politician who served as President of the Federal Republic of Germany from 1969 to 1974 and was known for his strong commitment to democracy and civil liberties.
  • B. Wilhelm Siegling
    Wilhelm Siegling was a German linguist and philologist known for his pioneering work on the Tocharian languages and their classification within the Indo-European language family.
  • C. Hermann Henselmann
    Hermann Henselmann was a prominent East German architect best known for shaping the socialist architectural landscape of Berlin during the mid-20th century.
  • D. Hermann Huppertz
    Hermann Huppertz was a German Luftwaffe fighter pilot who served with Jagdgeschwader 52 (JG 52), one of the most successful fighter wings of World War II.
  • E. Heinrich Stern
    Heinrich Stern was a physician and medical leader best known for founding the American College of Physicians, a major professional organization for internists in the United States.
  • 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_69ad857c97d88190b26f9b1c90839c77 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada20d8f788190b05b8b6b5042bc1a completed March 8, 2026, 4:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf88d99da08190996996079b947498 completed March 22, 2026, 6:14 a.m.
NEDg Description generation batch_69bf894ab574819099d492e61647002a completed March 22, 2026, 6:16 a.m.
NED2 Entity disambiguation (via description) batch_69bf89e673e0819095e1ed3e45c27ac7 completed March 22, 2026, 6:19 a.m.
Created at: March 8, 2026, 3:03 p.m.