Triple

T15686863
Position Surface form Disambiguated ID Type / Status
Subject Paul Schützenberger E380223 entity
Predicate familyName P18 FINISHED
Object Schützenberger
Schützenberger is a French surname most notably associated with several prominent scientists and mathematicians, including chemist Paul Schützenberger.
E1171698 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: Schützenberger | Statement: [Paul Schützenberger, familyName, Schützenberger]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Schützenberger
Context triple: [Paul Schützenberger, familyName, Schützenberger]
  • A. Schröder
    Schröder is a common German surname borne by numerous notable figures in politics, sports, and the arts.
  • B. Schur
    Schur is a surname most prominently associated with Michael Schur, the American television writer and producer known for creating and co-creating acclaimed comedy series such as Parks and Recreation and The Good Place.
  • C. Gutzwiller
    Gutzwiller is a German surname most notably associated with physicist Martin Gutzwiller, known for his contributions to quantum chaos and solid-state physics.
  • D. Schlegelberger
    Schlegelberger is a German surname most notably associated with Franz Schlegelberger, a high-ranking Nazi-era jurist and acting Reich Minister of Justice.
  • E. Schröder-Köpf
    Schröder-Köpf is the hyphenated surname of German journalist and politician Doris Schröder-Köpf, known for her public role in German political and social life.
  • 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: Schützenberger
Triple: [Paul Schützenberger, familyName, Schützenberger]
Generated description
Schützenberger is a French surname most notably associated with several prominent scientists and mathematicians, including chemist Paul Schützenberger.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Schützenberger
Target entity description: Schützenberger is a French surname most notably associated with several prominent scientists and mathematicians, including chemist Paul Schützenberger.
  • A. Schröder
    Schröder is a common German surname borne by numerous notable figures in politics, sports, and the arts.
  • B. Schur
    Schur is a surname most prominently associated with Michael Schur, the American television writer and producer known for creating and co-creating acclaimed comedy series such as Parks and Recreation and The Good Place.
  • C. Gutzwiller
    Gutzwiller is a German surname most notably associated with physicist Martin Gutzwiller, known for his contributions to quantum chaos and solid-state physics.
  • D. Schlegelberger
    Schlegelberger is a German surname most notably associated with Franz Schlegelberger, a high-ranking Nazi-era jurist and acting Reich Minister of Justice.
  • E. Schröder-Köpf
    Schröder-Köpf is the hyphenated surname of German journalist and politician Doris Schröder-Köpf, known for her public role in German political and social life.
  • 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_69d86d99e860819094b6957cde470f2c completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e04f4b73d881908ec0f21393a01969 completed April 16, 2026, 2:54 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff6ee740e08190aa048b374ea7bfa0 completed May 9, 2026, 5:29 p.m.
NEDg Description generation batch_69ff70ae4d408190924aa3ef57b4e685 completed May 9, 2026, 5:36 p.m.
NED2 Entity disambiguation (via description) batch_69ff7132e48c81908c17ade46713bb13 completed May 9, 2026, 5:38 p.m.
Created at: April 10, 2026, 4:44 a.m.