Triple

T539720
Position Surface form Disambiguated ID Type / Status
Subject Eva Braun E12602 entity
Predicate employer P7 FINISHED
Object Heinrich Hoffmann
Heinrich Hoffmann was Adolf Hitler’s personal photographer and a prominent Nazi-era photographer and publisher whose studio employed Eva Braun.
E67479 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: Heinrich Hoffmann | Statement: [Eva Braun, employer, Heinrich Hoffmann]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Heinrich Hoffmann
Context triple: [Eva Braun, employer, Heinrich Hoffmann]
  • A. Adelbert von Chamisso
    Adelbert von Chamisso was a 19th-century German poet and naturalist best known for his literary works and botanical studies conducted during scientific expeditions.
  • B. Heinrich von Vietinghoff
    Heinrich von Vietinghoff was a German Wehrmacht general who commanded major Axis forces in Italy during World War II, including serving as commander-in-chief of German troops in the Italian campaign.
  • C. Albrecht von Haller
    Albrecht von Haller was an 18th-century Swiss polymath—physiologist, anatomist, poet, and scholar—whose scientific and literary work made him a central figure of the German Enlightenment.
  • D. Johanna Spyri
    Johanna Spyri was a Swiss author best known for her classic children's novel "Heidi," one of the most famous works of children's literature worldwide.
  • E. Johann Wolfgang von Goethe
    Johann Wolfgang von Goethe was a towering German writer, poet, and polymath of the late 18th and early 19th centuries, best known for works like "Faust" and for shaping European Romanticism and modern literature.
  • 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: Heinrich Hoffmann
Triple: [Eva Braun, employer, Heinrich Hoffmann]
Generated description
Heinrich Hoffmann was Adolf Hitler’s personal photographer and a prominent Nazi-era photographer and publisher whose studio employed Eva Braun.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Heinrich Hoffmann
Target entity description: Heinrich Hoffmann was Adolf Hitler’s personal photographer and a prominent Nazi-era photographer and publisher whose studio employed Eva Braun.
  • A. Adelbert von Chamisso
    Adelbert von Chamisso was a 19th-century German poet and naturalist best known for his literary works and botanical studies conducted during scientific expeditions.
  • B. Heinrich von Vietinghoff
    Heinrich von Vietinghoff was a German Wehrmacht general who commanded major Axis forces in Italy during World War II, including serving as commander-in-chief of German troops in the Italian campaign.
  • C. Albrecht von Haller
    Albrecht von Haller was an 18th-century Swiss polymath—physiologist, anatomist, poet, and scholar—whose scientific and literary work made him a central figure of the German Enlightenment.
  • D. Johanna Spyri
    Johanna Spyri was a Swiss author best known for her classic children's novel "Heidi," one of the most famous works of children's literature worldwide.
  • E. Johann Wolfgang von Goethe
    Johann Wolfgang von Goethe was a towering German writer, poet, and polymath of the late 18th and early 19th centuries, best known for works like "Faust" and for shaping European Romanticism and modern literature.
  • 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_69a49334226c81908b0ea1689ef6aa3f completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a496dd31c88190b3114805aa31931c completed March 1, 2026, 7:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4c671eaac8190a4bc731a02a5b0e8 completed March 1, 2026, 11:06 p.m.
NEDg Description generation batch_69a4c7f3279c8190b926f831f5371c2e completed March 1, 2026, 11:12 p.m.
NED2 Entity disambiguation (via description) batch_69a4c88145908190b590b7efde21677c completed March 1, 2026, 11:15 p.m.
Created at: March 1, 2026, 7:32 p.m.