Triple

T2704733
Position Surface form Disambiguated ID Type / Status
Subject Astounding Science Fiction E59315 entity
Predicate editor P1954 FINISHED
Object Stanley Schmidt
Stanley Schmidt is an American science fiction author and long-time editor best known for his influential tenure shaping the magazine Analog Science Fiction and Fact.
 E325447 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: Stanley Schmidt | Statement: [Astounding Science Fiction, editor, Stanley Schmidt]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Stanley Schmidt
Context triple: [Astounding Science Fiction, editor, Stanley Schmidt]
  • A. Jerrold R. Zacharias
    Jerrold R. Zacharias was an American physicist best known for his work on radar development during World War II and for pioneering the atomic clock.
  • B. Klein Gilhousen
    Klein Gilhousen was an American engineer and entrepreneur best known as a co-founder of Qualcomm and a key contributor to the development of CDMA wireless technology.
  • C. William Wendt
    William Wendt was a prominent American landscape painter celebrated as a leading figure of the California Impressionist movement.
  • D. John Dinkeloo
    John Dinkeloo was an American architect best known for his partnership with Eero Saarinen and later leadership of Kevin Roche John Dinkeloo and Associates, contributing to numerous influential modernist buildings.
  • E. Robert N. Fitch
    Robert N. Fitch was a composer best known for writing the University of California fight song "Fight for California."
  • 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: Stanley Schmidt
Triple: [Astounding Science Fiction, editor, Stanley Schmidt]
Generated description
Stanley Schmidt is an American science fiction author and long-time editor best known for his influential tenure shaping the magazine Analog Science Fiction and Fact.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Stanley Schmidt
Target entity description: Stanley Schmidt is an American science fiction author and long-time editor best known for his influential tenure shaping the magazine Analog Science Fiction and Fact.
  • A. Jerrold R. Zacharias
    Jerrold R. Zacharias was an American physicist best known for his work on radar development during World War II and for pioneering the atomic clock.
  • B. Klein Gilhousen
    Klein Gilhousen was an American engineer and entrepreneur best known as a co-founder of Qualcomm and a key contributor to the development of CDMA wireless technology.
  • C. William Wendt
    William Wendt was a prominent American landscape painter celebrated as a leading figure of the California Impressionist movement.
  • D. John Dinkeloo
    John Dinkeloo was an American architect best known for his partnership with Eero Saarinen and later leadership of Kevin Roche John Dinkeloo and Associates, contributing to numerous influential modernist buildings.
  • E. Robert N. Fitch
    Robert N. Fitch was a composer best known for writing the University of California fight song "Fight for California."
  • 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_69ab4ac66bc88190b9e4afa5fc843f72 completed March 6, 2026, 9:44 p.m.
NER Named-entity recognition batch_69abda518c58819096c8b67c0f754655 completed March 7, 2026, 7:57 a.m.
NED1 Entity disambiguation (via context triple) batch_69b1f852ebbc8190885b819a79719c6d completed March 11, 2026, 11:18 p.m.
NEDg Description generation batch_69b1fc5de17881908a512cd34ffa046f completed March 11, 2026, 11:35 p.m.
NED2 Entity disambiguation (via description) batch_69b1fcbf176c8190a061cc437db9690a completed March 11, 2026, 11:37 p.m.
Created at: March 6, 2026, 9:55 p.m.