Triple

T11278463
Position Surface form Disambiguated ID Type / Status
Subject Karl Liebknecht E266998 entity
Predicate spouse P13 FINISHED
Object Sophie Liebknecht
Sophie Liebknecht was a German socialist and women’s rights activist, best known as the politically engaged wife and comrade of anti-war revolutionary Karl Liebknecht.
 E916427 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: Sophie Liebknecht | Statement: [Karl Liebknecht, spouse, Sophie Liebknecht]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Sophie Liebknecht
Context triple: [Karl Liebknecht, spouse, Sophie Liebknecht]
  • A. Marianne Weber
    Marianne Weber was a German sociologist, women's rights activist, and biographer of her husband Max Weber, known for her influential work on marriage, gender, and law.
  • B. Julia von Hauke
    Julia von Hauke was a Polish-German noblewoman who became Princess of Battenberg through her morganatic marriage to Prince Alexander of Hesse and by Rhine, founding the Battenberg (later Mountbatten) line of European royalty.
  • C. Heike Drechsler
    Heike Drechsler is a German former track and field athlete best known as one of history’s greatest long jumpers, winning multiple Olympic and World Championship titles.
  • D. Katrin Brenner
    Katrin Brenner is a German local politician who serves as the mayor of the town of Sundern in North Rhine-Westphalia.
  • E. Kerstin Emhoff
    Kerstin Emhoff is an American film producer and co-founder of the production company Prettybird, known for her work in commercials, music videos, and short films.
  • 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: Sophie Liebknecht
Triple: [Karl Liebknecht, spouse, Sophie Liebknecht]
Generated description
Sophie Liebknecht was a German socialist and women’s rights activist, best known as the politically engaged wife and comrade of anti-war revolutionary Karl Liebknecht.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Sophie Liebknecht
Target entity description: Sophie Liebknecht was a German socialist and women’s rights activist, best known as the politically engaged wife and comrade of anti-war revolutionary Karl Liebknecht.
  • A. Marianne Weber
    Marianne Weber was a German sociologist, women's rights activist, and biographer of her husband Max Weber, known for her influential work on marriage, gender, and law.
  • B. Julia von Hauke
    Julia von Hauke was a Polish-German noblewoman who became Princess of Battenberg through her morganatic marriage to Prince Alexander of Hesse and by Rhine, founding the Battenberg (later Mountbatten) line of European royalty.
  • C. Heike Drechsler
    Heike Drechsler is a German former track and field athlete best known as one of history’s greatest long jumpers, winning multiple Olympic and World Championship titles.
  • D. Katrin Brenner
    Katrin Brenner is a German local politician who serves as the mayor of the town of Sundern in North Rhine-Westphalia.
  • E. Kerstin Emhoff
    Kerstin Emhoff is an American film producer and co-founder of the production company Prettybird, known for her work in commercials, music videos, and short films.
  • 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_69d6aac8c2f48190ad0596f1f89f0470 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e967ebb4819080b09ed3cec44e77 completed April 9, 2026, 6:01 p.m.
NED1 Entity disambiguation (via context triple) batch_69e4f455f0bc8190994c57264f775f60 completed April 19, 2026, 3:27 p.m.
NEDg Description generation batch_69e4f95be4b08190bebb2078406cb7ba completed April 19, 2026, 3:48 p.m.
NED2 Entity disambiguation (via description) batch_69e4ff5881b8819080f9662a0c2d486d completed April 19, 2026, 4:14 p.m.
Created at: April 8, 2026, 9:31 p.m.