Triple

T4567567
Position Surface form Disambiguated ID Type / Status
Subject No Time for Sergeants E121946 entity
Predicate author P4 FINISHED
Object Mac Hyman
Mac Hyman was an American novelist best known for his humorous 1954 military comedy novel "No Time for Sergeants," which became a popular stage, film, and television adaptation.
E453469 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: Mac Hyman | Statement: [No Time for Sergeants, author, Mac Hyman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mac Hyman
Context triple: [No Time for Sergeants, author, Mac Hyman]
  • A. Ray Hyman
    Ray Hyman is an American psychologist, skeptic, and prominent critic of parapsychology known for his work in scientifically investigating and debunking paranormal claims.
  • B. Marvin Andrews
    Marvin Andrews is a Trinidad and Tobago former central defender best known for his powerful, committed performances in Scottish football, particularly with clubs like Livingston and Rangers.
  • C. Bill Kramer
    Bill Kramer is an American entrepreneur best known for establishing the iconic independent bookstore and café Kramerbooks & Afterwords Cafe in Washington, D.C.
  • D. John McShain
    John McShain was an American building contractor known for constructing major U.S. landmarks, including the Pentagon and significant parts of Washington, D.C.'s federal architecture.
  • E. Howard Sherman
    Howard Sherman is an American businessman and film producer best known as the husband of actress Sela Ward.
  • 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: Mac Hyman
Triple: [No Time for Sergeants, author, Mac Hyman]
Generated description
Mac Hyman was an American novelist best known for his humorous 1954 military comedy novel "No Time for Sergeants," which became a popular stage, film, and television adaptation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mac Hyman
Target entity description: Mac Hyman was an American novelist best known for his humorous 1954 military comedy novel "No Time for Sergeants," which became a popular stage, film, and television adaptation.
  • A. Ray Hyman
    Ray Hyman is an American psychologist, skeptic, and prominent critic of parapsychology known for his work in scientifically investigating and debunking paranormal claims.
  • B. Marvin Andrews
    Marvin Andrews is a Trinidad and Tobago former central defender best known for his powerful, committed performances in Scottish football, particularly with clubs like Livingston and Rangers.
  • C. Bill Kramer
    Bill Kramer is an American entrepreneur best known for establishing the iconic independent bookstore and café Kramerbooks & Afterwords Cafe in Washington, D.C.
  • D. John McShain
    John McShain was an American building contractor known for constructing major U.S. landmarks, including the Pentagon and significant parts of Washington, D.C.'s federal architecture.
  • E. Howard Sherman
    Howard Sherman is an American businessman and film producer best known as the husband of actress Sela Ward.
  • 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_69bd463f156881908a99aca69c5721ac completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd589faccc8190ac0354644099810d completed March 20, 2026, 2:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdd3b560a08190a485e9ec45e0f0f8 completed March 20, 2026, 11:09 p.m.
NEDg Description generation batch_69bdd467cd0c8190a92938a69211f558 completed March 20, 2026, 11:12 p.m.
NED2 Entity disambiguation (via description) batch_69bdd4c432dc81909911de3d2943e3d5 completed March 20, 2026, 11:14 p.m.
Created at: March 20, 2026, 1:09 p.m.