Triple

T6214854
Position Surface form Disambiguated ID Type / Status
Subject John W. Cahn E138960 entity
Predicate fullName P16 FINISHED
Object John Werner Cahn
John Werner Cahn was an influential American materials scientist and physicist known for his pioneering work on phase transformations and the thermodynamics of microstructural evolution in solids.
E578254 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: John Werner Cahn | Statement: [John W. Cahn, fullName, John Werner Cahn]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John Werner Cahn
Context triple: [John W. Cahn, fullName, John Werner Cahn]
  • A. Louis Kraemer
    Louis Kraemer was a party to the landmark U.S. Supreme Court case Shelley v. Kraemer, which held that courts could not enforce racially restrictive housing covenants.
  • B. Fred Herzog
    Fred Herzog was a silent film actor active in the 1920s, known for appearing in early American cinema productions.
  • C. Paul Hirsch
    Paul Hirsch is an American film editor renowned for his work on major Hollywood films, including the original Star Wars.
  • D. Jacob Kershner
    Jacob Kershner was the first husband of anarchist activist and writer Emma Goldman, known primarily through his brief and troubled marriage to her in the late 19th century.
  • E. Richard Leibler
    Richard Leibler was an American mathematician and statistician best known for co-developing the Kullback–Leibler divergence, a fundamental concept in information theory and statistics.
  • 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: John Werner Cahn
Triple: [John W. Cahn, fullName, John Werner Cahn]
Generated description
John Werner Cahn was an influential American materials scientist and physicist known for his pioneering work on phase transformations and the thermodynamics of microstructural evolution in solids.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: John Werner Cahn
Target entity description: John Werner Cahn was an influential American materials scientist and physicist known for his pioneering work on phase transformations and the thermodynamics of microstructural evolution in solids.
  • A. Louis Kraemer
    Louis Kraemer was a party to the landmark U.S. Supreme Court case Shelley v. Kraemer, which held that courts could not enforce racially restrictive housing covenants.
  • B. Fred Herzog
    Fred Herzog was a silent film actor active in the 1920s, known for appearing in early American cinema productions.
  • C. Paul Hirsch
    Paul Hirsch is an American film editor renowned for his work on major Hollywood films, including the original Star Wars.
  • D. Jacob Kershner
    Jacob Kershner was the first husband of anarchist activist and writer Emma Goldman, known primarily through his brief and troubled marriage to her in the late 19th century.
  • E. Richard Leibler
    Richard Leibler was an American mathematician and statistician best known for co-developing the Kullback–Leibler divergence, a fundamental concept in information theory and statistics.
  • 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_69c008ada364819096c9e92c74d639b5 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c062a0e0488190b71b42386bacf982 completed March 22, 2026, 9:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69c20dacf1788190a655c39bd248fde8 completed March 24, 2026, 4:06 a.m.
NEDg Description generation batch_69c2141927288190bad4ec024997a45e completed March 24, 2026, 4:33 a.m.
NED2 Entity disambiguation (via description) batch_69c214d7f2d08190bd6dab4da08c97dc completed March 24, 2026, 4:36 a.m.
Created at: March 22, 2026, 4:21 p.m.