Triple

T13758179
Position Surface form Disambiguated ID Type / Status
Subject Stahl E330529 entity
Predicate hasNotableBearer P458 FINISHED
Object August Stahl
August Stahl is a notable individual who shares the surname Stahl and is recognized for his distinct contributions or prominence in his field.
E1129425 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: August Stahl | Statement: [Stahl, hasNotableBearer, August Stahl]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: August Stahl
Context triple: [Stahl, hasNotableBearer, August Stahl]
  • A. August Thalheimer
    August Thalheimer was a German Marxist theorist and politician known for his leading role in the Communist Party of Germany and his influential contributions to Marxist theory in the early 20th century.
  • B. Charles Hartmann
    Charles Hartmann is a central fictional character in Sebastian Faulks’s novel "The Girl at the Lion d’Or," depicted as a middle-aged, married lawyer and politician who becomes romantically involved with the young waitress Anne Louvet in 1930s France.
  • C. Gustav Oelsner
    Gustav Oelsner was a German architect and urban planner known for his influential modernist designs and contributions to city development in the early 20th century.
  • D. August Hirschwald
    August Hirschwald was a 19th-century German publisher known for issuing influential scientific and medical works, including key texts in pathology.
  • E. Emanuel Klotz
    Emanuel Klotz was a Czech architect best known for designing the Great Synagogue in Plzeň, one of the largest synagogues in Europe.
  • 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: August Stahl
Triple: [Stahl, hasNotableBearer, August Stahl]
Generated description
August Stahl is a notable individual who shares the surname Stahl and is recognized for his distinct contributions or prominence in his field.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: August Stahl
Target entity description: August Stahl is a notable individual who shares the surname Stahl and is recognized for his distinct contributions or prominence in his field.
  • A. August Thalheimer
    August Thalheimer was a German Marxist theorist and politician known for his leading role in the Communist Party of Germany and his influential contributions to Marxist theory in the early 20th century.
  • B. Charles Hartmann
    Charles Hartmann is a central fictional character in Sebastian Faulks’s novel "The Girl at the Lion d’Or," depicted as a middle-aged, married lawyer and politician who becomes romantically involved with the young waitress Anne Louvet in 1930s France.
  • C. Gustav Oelsner
    Gustav Oelsner was a German architect and urban planner known for his influential modernist designs and contributions to city development in the early 20th century.
  • D. August Hirschwald
    August Hirschwald was a 19th-century German publisher known for issuing influential scientific and medical works, including key texts in pathology.
  • E. Emanuel Klotz
    Emanuel Klotz was a Czech architect best known for designing the Great Synagogue in Plzeň, one of the largest synagogues in Europe.
  • 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_69d81c573f288190aa2403d484fa3d49 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de022286b481908f8a801042743512 completed April 14, 2026, 9 a.m.
NED1 Entity disambiguation (via context triple) batch_69fe8bbd051c8190a89f9801a7b08b2d completed May 9, 2026, 1:19 a.m.
NEDg Description generation batch_69fe8dc977448190a01c55d99d4d9034 completed May 9, 2026, 1:28 a.m.
NED2 Entity disambiguation (via description) batch_69fe8e9e62a4819089b3568d277d5262 completed May 9, 2026, 1:32 a.m.
Created at: April 9, 2026, 10:09 p.m.