Triple

T9456514
Position Surface form Disambiguated ID Type / Status
Subject Naturphilosophie E228027 entity
Predicate hasKeyProponent P810 FINISHED
Object Gotthilf Heinrich von Schubert
Gotthilf Heinrich von Schubert was a 19th-century German physician, naturalist, and Romantic-era philosopher known for his speculative and mystical approach to nature and science.
E801050 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: Gotthilf Heinrich von Schubert | Statement: [Naturphilosophie, hasKeyProponent, Gotthilf Heinrich von Schubert]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gotthilf Heinrich von Schubert
Context triple: [Naturphilosophie, hasKeyProponent, Gotthilf Heinrich von Schubert]
  • A. Ferdinand Schubert
    Ferdinand Schubert was an Austrian composer, organist, and music teacher best known as the elder brother of Franz Schubert and for his contributions to church music and music education in Vienna.
  • B. Gotthilf Heinrich von Schubert Fuchs
    Gotthilf Heinrich von Schubert Fuchs was a historical figure bearing the Fuchs surname, likely known within German-speaking scholarly or professional circles.
  • C. Franz Schubert
    Franz Schubert was an Austrian composer whose lyrical melodies and prolific output of lieder, chamber music, and symphonies made him a key early figure of the Romantic era in Western classical music.
  • D. Christian Friedrich Daniel Schubart
    Christian Friedrich Daniel Schubart was an 18th-century German poet, musician, and journalist known for his passionate, rebellious works that helped shape the Sturm und Drang literary movement.
  • E. Karl von Haller
    Karl von Haller was a notable European supporter of the Greek War of Independence and a member of the Philhellene movement that aided Greece’s struggle against Ottoman rule.
  • 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: Gotthilf Heinrich von Schubert
Triple: [Naturphilosophie, hasKeyProponent, Gotthilf Heinrich von Schubert]
Generated description
Gotthilf Heinrich von Schubert was a 19th-century German physician, naturalist, and Romantic-era philosopher known for his speculative and mystical approach to nature and science.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gotthilf Heinrich von Schubert
Target entity description: Gotthilf Heinrich von Schubert was a 19th-century German physician, naturalist, and Romantic-era philosopher known for his speculative and mystical approach to nature and science.
  • A. Ferdinand Schubert
    Ferdinand Schubert was an Austrian composer, organist, and music teacher best known as the elder brother of Franz Schubert and for his contributions to church music and music education in Vienna.
  • B. Gotthilf Heinrich von Schubert Fuchs
    Gotthilf Heinrich von Schubert Fuchs was a historical figure bearing the Fuchs surname, likely known within German-speaking scholarly or professional circles.
  • C. Franz Schubert
    Franz Schubert was an Austrian composer whose lyrical melodies and prolific output of lieder, chamber music, and symphonies made him a key early figure of the Romantic era in Western classical music.
  • D. Christian Friedrich Daniel Schubart
    Christian Friedrich Daniel Schubart was an 18th-century German poet, musician, and journalist known for his passionate, rebellious works that helped shape the Sturm und Drang literary movement.
  • E. Karl von Haller
    Karl von Haller was a notable European supporter of the Greek War of Independence and a member of the Philhellene movement that aided Greece’s struggle against Ottoman rule.
  • 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_69ca843b123881909b0e60028475d12d completed March 30, 2026, 2:10 p.m.
NER Named-entity recognition batch_69cd7f8f7e1481909318e473ab4d6460 completed April 1, 2026, 8:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69d122849fec81908a8e7363d6bab4ed completed April 4, 2026, 2:39 p.m.
NEDg Description generation batch_69d123f710988190a876fab3a1e226d3 completed April 4, 2026, 2:45 p.m.
NED2 Entity disambiguation (via description) batch_69d1252cd7508190a7d11fce51960290 completed April 4, 2026, 2:50 p.m.
Created at: March 30, 2026, 7:52 p.m.