Triple

T19388994
Position Surface form Disambiguated ID Type / Status
Subject Dorothy Michaels E485010 entity
Predicate screenwriters P48034 FINISHED
Object Murray Schisgal (character as written)
Murray Schisgal (character as written) is a fictionalized version of the real-life playwright and screenwriter Murray Schisgal, depicted within the context of the creation of the character Dorothy Michaels.
E1374502 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: Murray Schisgal (character as written) | Statement: [Dorothy Michaels, screenwriters, Murray Schisgal (character as written)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Murray Schisgal (character as written)
Context triple: [Dorothy Michaels, screenwriters, Murray Schisgal (character as written)]
  • A. Sid Sorokin (character)
    Sid Sorokin is the charismatic factory superintendent and romantic lead in the musical "The Pajama Game," caught between management and labor during a labor dispute.
  • B. Seymour Krelborn
    Seymour Krelborn is the meek, plant-loving florist’s assistant who becomes entangled with a man-eating plant in the musical and film "Little Shop of Horrors."
  • C. Mr. Mushnik
    Mr. Mushnik is the gruff, profit-driven owner of the struggling flower shop in the horror-comedy musical "Little Shop of Horrors."
  • D. Johnny Messner
    Johnny Messner is an American actor known for his tough-guy roles in action films and television series such as "Tears of the Sun" and "Spartan."
  • E. Mr. Shaibel
    Mr. Shaibel is the quiet, janitor-turned-mentor from "The Queen's Gambit" who introduces Beth Harmon to chess and profoundly shapes her early development as a prodigy.
  • 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: Murray Schisgal (character as written)
Triple: [Dorothy Michaels, screenwriters, Murray Schisgal (character as written)]
Generated description
Murray Schisgal (character as written) is a fictionalized version of the real-life playwright and screenwriter Murray Schisgal, depicted within the context of the creation of the character Dorothy Michaels.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Murray Schisgal (character as written)
Target entity description: Murray Schisgal (character as written) is a fictionalized version of the real-life playwright and screenwriter Murray Schisgal, depicted within the context of the creation of the character Dorothy Michaels.
  • A. Sid Sorokin (character)
    Sid Sorokin is the charismatic factory superintendent and romantic lead in the musical "The Pajama Game," caught between management and labor during a labor dispute.
  • B. Seymour Krelborn
    Seymour Krelborn is the meek, plant-loving florist’s assistant who becomes entangled with a man-eating plant in the musical and film "Little Shop of Horrors."
  • C. Mr. Mushnik
    Mr. Mushnik is the gruff, profit-driven owner of the struggling flower shop in the horror-comedy musical "Little Shop of Horrors."
  • D. Johnny Messner
    Johnny Messner is an American actor known for his tough-guy roles in action films and television series such as "Tears of the Sun" and "Spartan."
  • E. Mr. Shaibel
    Mr. Shaibel is the quiet, janitor-turned-mentor from "The Queen's Gambit" who introduces Beth Harmon to chess and profoundly shapes her early development as a prodigy.
  • 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_69d8e8d460d88190abf0591c5c9d2b0c completed April 10, 2026, 12:11 p.m.
NER Named-entity recognition batch_69e61b425e848190ab5ae8ae0a034fe2 completed April 20, 2026, 12:25 p.m.
NED1 Entity disambiguation (via context triple) batch_6a072b8503108190bfcd0ac7c94183f7 completed May 15, 2026, 2:19 p.m.
NEDg Description generation batch_6a072dc9e9808190ab0e5b6dd35147ab completed May 15, 2026, 2:29 p.m.
NED2 Entity disambiguation (via description) batch_6a072e3709e881909d70f130a77fc428 completed May 15, 2026, 2:31 p.m.
Created at: April 10, 2026, 1:36 p.m.