Triple

T17214774
Position Surface form Disambiguated ID Type / Status
Subject Brockhaus E417825 entity
Predicate foundedBy P104 FINISHED
Object Friedrich Arnold Brockhaus
Friedrich Arnold Brockhaus was a German publisher best known for creating the influential Brockhaus encyclopedia.
E1257883 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: Friedrich Arnold Brockhaus | Statement: [Brockhaus, foundedBy, Friedrich Arnold Brockhaus]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Friedrich Arnold Brockhaus
Context triple: [Brockhaus, foundedBy, Friedrich Arnold Brockhaus]
  • A. B. G. Teubner
    B. G. Teubner was a prominent German publisher and founder of the Teubner publishing house, renowned for its influential scientific and mathematical works.
  • B. Julius Springer
    Julius Springer was a prominent German publisher and founder of the Springer-Verlag publishing house, known for influential works in science and academia.
  • C. Johann Ambrosius Barth
    Johann Ambrosius Barth was a German publishing house renowned for issuing influential scientific and academic works, including leading physics journals.
  • D. Georg Reimer
    Georg Reimer was a 19th-century German publisher known for issuing significant scholarly and scientific works, including major contributions to evolutionary biology and morphology.
  • E. Adolf Baeumker
    Adolf Baeumker was a German Luftwaffe officer who served as a General of Fighter Aviation during the Nazi era.
  • 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: Friedrich Arnold Brockhaus
Triple: [Brockhaus, foundedBy, Friedrich Arnold Brockhaus]
Generated description
Friedrich Arnold Brockhaus was a German publisher best known for creating the influential Brockhaus encyclopedia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Friedrich Arnold Brockhaus
Target entity description: Friedrich Arnold Brockhaus was a German publisher best known for creating the influential Brockhaus encyclopedia.
  • A. B. G. Teubner
    B. G. Teubner was a prominent German publisher and founder of the Teubner publishing house, renowned for its influential scientific and mathematical works.
  • B. Julius Springer
    Julius Springer was a prominent German publisher and founder of the Springer-Verlag publishing house, known for influential works in science and academia.
  • C. Johann Ambrosius Barth
    Johann Ambrosius Barth was a German publishing house renowned for issuing influential scientific and academic works, including leading physics journals.
  • D. Georg Reimer
    Georg Reimer was a 19th-century German publisher known for issuing significant scholarly and scientific works, including major contributions to evolutionary biology and morphology.
  • E. Adolf Baeumker
    Adolf Baeumker was a German Luftwaffe officer who served as a General of Fighter Aviation during the Nazi era.
  • 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_69d886d779488190b131369541c04e7d completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e42dc8d3e88190a89bee6b75392360 completed April 19, 2026, 1:20 a.m.
NED1 Entity disambiguation (via context triple) batch_6a016751a5788190a385774d1ff002d0 completed May 11, 2026, 5:21 a.m.
NEDg Description generation batch_6a016846e8248190b9209bb344396bfa completed May 11, 2026, 5:25 a.m.
NED2 Entity disambiguation (via description) batch_6a0168b535a88190b8c84c76871ae2fe completed May 11, 2026, 5:27 a.m.
Created at: April 10, 2026, 5:38 a.m.