Triple

T2024105
Position Surface form Disambiguated ID Type / Status
Subject Abraham Geiger E44167 entity
Predicate hasChild P369 FINISHED
Object Ludwig Geiger
Ludwig Geiger was a German historian and literary scholar known for his work on German humanism and the Reformation.
E526696 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: Ludwig Geiger | Statement: [Abraham Geiger, hasChild, Ludwig Geiger]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ludwig Geiger
Context triple: [Abraham Geiger, hasChild, Ludwig Geiger]
  • A. Ludwig Borchardt
    Ludwig Borchardt was a German Egyptologist and archaeologist best known for his early 20th-century excavations in Egypt and the discovery of the bust of Nefertiti.
  • B. Hermann Weingärtner
    Hermann Weingärtner was a German gymnast who became one of the most successful competitors at the inaugural modern Olympic Games in 1896, winning multiple medals across several events.
  • C. Ernst Sagebiel
    Ernst Sagebiel was a German architect best known for designing monumental Nazi-era structures, including major airport and government buildings in Berlin.
  • D. Eberhard Diepgen
    Eberhard Diepgen is a German politician of the Christian Democratic Union who served for many years as mayor of Berlin, including during the city’s transition from division to reunification.
  • E. Otto Leonhard Heubner
    Otto Leonhard Heubner was a 19th-century German liberal politician and revolutionary who took part in the democratic movements of the 1848–1849 period.
  • 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: Ludwig Geiger
Triple: [Abraham Geiger, hasChild, Ludwig Geiger]
Generated description
Ludwig Geiger was a German historian and literary scholar known for his work on German humanism and the Reformation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ludwig Geiger
Target entity description: Ludwig Geiger was a German historian and literary scholar known for his work on German humanism and the Reformation.
  • A. Ludwig Borchardt
    Ludwig Borchardt was a German Egyptologist and archaeologist best known for his early 20th-century excavations in Egypt and the discovery of the bust of Nefertiti.
  • B. Hermann Weingärtner
    Hermann Weingärtner was a German gymnast who became one of the most successful competitors at the inaugural modern Olympic Games in 1896, winning multiple medals across several events.
  • C. Ernst Sagebiel
    Ernst Sagebiel was a German architect best known for designing monumental Nazi-era structures, including major airport and government buildings in Berlin.
  • D. Eberhard Diepgen
    Eberhard Diepgen is a German politician of the Christian Democratic Union who served for many years as mayor of Berlin, including during the city’s transition from division to reunification.
  • E. Otto Leonhard Heubner
    Otto Leonhard Heubner was a 19th-century German liberal politician and revolutionary who took part in the democratic movements of the 1848–1849 period.
  • 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_69a8891201bc8190aca837be6de41579 completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abb8f2cd5c8190b19da6f6aa2001d6 completed March 7, 2026, 5:34 a.m.
NED1 Entity disambiguation (via context triple) batch_69bfc60426248190947e1c58fe4dd1b1 completed March 22, 2026, 10:35 a.m.
NEDg Description generation batch_69bfc68e23b8819089c22cd1ca5fd321 completed March 22, 2026, 10:38 a.m.
NED2 Entity disambiguation (via description) batch_69bfc6de1930819084c599e2af7899b1 completed March 22, 2026, 10:39 a.m.
Created at: March 4, 2026, 7:38 p.m.