Triple

T2271331
Position Surface form Disambiguated ID Type / Status
Subject Hildegard Hamm-Brücher E50664 entity
Predicate spouse P13 FINISHED
Object Klaus Hamm-Brücher
Klaus Hamm-Brücher was a German academic and public figure best known as the husband and close political companion of liberal politician Hildegard Hamm-Brücher.
E433868 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: Klaus Hamm-Brücher | Statement: [Hildegard Hamm-Brücher, spouse, Klaus Hamm-Brücher]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Klaus Hamm-Brücher
Context triple: [Hildegard Hamm-Brücher, spouse, Klaus Hamm-Brücher]
  • A. Klaus Heissler
    Klaus Heissler is a talking goldfish with the brain of an East German Olympic ski jumper, serving as a comedic and often sarcastic member of the Smith family in the animated series "American Dad!".
  • B. Günther Sabetzki
    Günther Sabetzki was a prominent German ice hockey executive and long-serving president of the International Ice Hockey Federation who played a key role in modernizing and internationalizing the sport.
  • C. Gerhard Schöpfel
    Gerhard Schöpfel was a German Luftwaffe fighter ace of World War II who became a high-scoring pilot and commander on the Western Front.
  • D. Bruno Loerzer
    Bruno Loerzer was a prominent German First World War fighter ace who later became a high-ranking Luftwaffe general during the Nazi era.
  • E. Bruno Bräuer
    Bruno Bräuer was a German Luftwaffe general during World War II, known for commanding airborne and occupation forces in the Mediterranean and on Crete.
  • 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: Klaus Hamm-Brücher
Triple: [Hildegard Hamm-Brücher, spouse, Klaus Hamm-Brücher]
Generated description
Klaus Hamm-Brücher was a German academic and public figure best known as the husband and close political companion of liberal politician Hildegard Hamm-Brücher.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Klaus Hamm-Brücher
Target entity description: Klaus Hamm-Brücher was a German academic and public figure best known as the husband and close political companion of liberal politician Hildegard Hamm-Brücher.
  • A. Klaus Heissler
    Klaus Heissler is a talking goldfish with the brain of an East German Olympic ski jumper, serving as a comedic and often sarcastic member of the Smith family in the animated series "American Dad!".
  • B. Günther Sabetzki
    Günther Sabetzki was a prominent German ice hockey executive and long-serving president of the International Ice Hockey Federation who played a key role in modernizing and internationalizing the sport.
  • C. Gerhard Schöpfel
    Gerhard Schöpfel was a German Luftwaffe fighter ace of World War II who became a high-scoring pilot and commander on the Western Front.
  • D. Bruno Loerzer
    Bruno Loerzer was a prominent German First World War fighter ace who later became a high-ranking Luftwaffe general during the Nazi era.
  • E. Bruno Bräuer
    Bruno Bräuer was a German Luftwaffe general during World War II, known for commanding airborne and occupation forces in the Mediterranean and on Crete.
  • 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_69a88b05910c8190a9a2b1ff230c85f9 completed March 4, 2026, 7:41 p.m.
NER Named-entity recognition batch_69abc1c0de488190876b644cdaa41637 completed March 7, 2026, 6:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69b5db49ec24819098594c395bc88fe8 completed March 14, 2026, 10:03 p.m.
NEDg Description generation batch_69b5dbff26d081909b22ab4e050bb972 completed March 14, 2026, 10:06 p.m.
NED2 Entity disambiguation (via description) batch_69b5dfad9f688190b74ddb2ab4c72496 completed March 14, 2026, 10:22 p.m.
Created at: March 4, 2026, 7:48 p.m.