Triple

T5341150
Position Surface form Disambiguated ID Type / Status
Subject Keyserling E123946 entity
Predicate usedBy P260 FINISHED
Object Leon H. Keyserling
Leon H. Keyserling was an American economist who served as chairman of the Council of Economic Advisers under President Harry S. Truman and was influential in shaping mid-20th-century U.S. economic policy.
E512130 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: Leon H. Keyserling | Statement: [Keyserling, usedBy, Leon H. Keyserling]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Leon H. Keyserling
Context triple: [Keyserling, usedBy, Leon H. Keyserling]
  • A. Horace M. Kallen
    Horace M. Kallen was an American philosopher and cultural pluralist best known for developing the concept of cultural pluralism in the United States and advocating for ethnic diversity and Zionism.
  • B. Donald A. Wollheim
    Donald A. Wollheim was an influential American science fiction editor, publisher, and author, best known for founding DAW Books and helping to shape modern science fiction and fantasy publishing.
  • C. Frederick Hollander
    Frederick Hollander was a German-born composer and songwriter best known for his film scores and cabaret music, particularly in Hollywood during the 1930s and 1940s.
  • D. Ralph Rosenblum
    Ralph Rosenblum was an American film editor best known for his influential work on landmark comedies and dramas, including several early Woody Allen films.
  • E. Richard N. Frye
    Richard N. Frye was an American historian and leading scholar of Iranian and Central Asian studies, renowned for his work on the history and culture of Persia and the broader Iranian world.
  • 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: Leon H. Keyserling
Triple: [Keyserling, usedBy, Leon H. Keyserling]
Generated description
Leon H. Keyserling was an American economist who served as chairman of the Council of Economic Advisers under President Harry S. Truman and was influential in shaping mid-20th-century U.S. economic policy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Leon H. Keyserling
Target entity description: Leon H. Keyserling was an American economist who served as chairman of the Council of Economic Advisers under President Harry S. Truman and was influential in shaping mid-20th-century U.S. economic policy.
  • A. Horace M. Kallen
    Horace M. Kallen was an American philosopher and cultural pluralist best known for developing the concept of cultural pluralism in the United States and advocating for ethnic diversity and Zionism.
  • B. Donald A. Wollheim
    Donald A. Wollheim was an influential American science fiction editor, publisher, and author, best known for founding DAW Books and helping to shape modern science fiction and fantasy publishing.
  • C. Frederick Hollander
    Frederick Hollander was a German-born composer and songwriter best known for his film scores and cabaret music, particularly in Hollywood during the 1930s and 1940s.
  • D. Ralph Rosenblum
    Ralph Rosenblum was an American film editor best known for his influential work on landmark comedies and dramas, including several early Woody Allen films.
  • E. Richard N. Frye
    Richard N. Frye was an American historian and leading scholar of Iranian and Central Asian studies, renowned for his work on the history and culture of Persia and the broader Iranian world.
  • 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_69bd464b07f8819095aa76577c9829e4 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd85cb250c81908a48e4e2bbebbdb9 completed March 20, 2026, 5:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf18c8db388190a31f55854e7370fc completed March 21, 2026, 10:16 p.m.
NEDg Description generation batch_69bf19c8273081908a5138e9af921ec7 completed March 21, 2026, 10:20 p.m.
NED2 Entity disambiguation (via description) batch_69bf1a3049648190b5040e587671610a completed March 21, 2026, 10:22 p.m.
Created at: March 20, 2026, 2 p.m.