Triple

T3342765
Position Surface form Disambiguated ID Type / Status
Subject Monk E70296 entity
Predicate starring P1507 FINISHED
Object Bitty Schram
Bitty Schram is an American actress best known for playing Sharona Fleming, Adrian Monk’s original assistant, on the television series "Monk."
 E348121 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: Bitty Schram | Statement: [Monk, starring, Bitty Schram]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bitty Schram
Context triple: [Monk, starring, Bitty Schram]
  • A. Dody Goodman
    Dody Goodman was an American comic actress known for her quirky, high-pitched delivery and memorable roles in television and film from the 1950s through the 1980s.
  • B. Louis Garfinkle
    Louis Garfinkle was an American screenwriter best known for co-writing the acclaimed Vietnam War drama film "The Deer Hunter."
  • C. Harlene Rosen
    Harlene Rosen is an American woman best known as the first wife of filmmaker and comedian Woody Allen, to whom she was married in the 1950s.
  • D. Leslie Harter
    Leslie Harter is a film producer known for her work in Hollywood and for being married to director Robert Zemeckis.
  • E. Erich Bergen
    Erich Bergen is an American actor and singer best known for his role as Blake Moran on the political drama series "Madam Secretary" and for portraying Bob Gaudio in the film adaptation of the musical "Jersey Boys."
  • 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: Bitty Schram
Triple: [Monk, starring, Bitty Schram]
Generated description
Bitty Schram is an American actress best known for playing Sharona Fleming, Adrian Monk’s original assistant, on the television series "Monk."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bitty Schram
Target entity description: Bitty Schram is an American actress best known for playing Sharona Fleming, Adrian Monk’s original assistant, on the television series "Monk."
  • A. Dody Goodman
    Dody Goodman was an American comic actress known for her quirky, high-pitched delivery and memorable roles in television and film from the 1950s through the 1980s.
  • B. Louis Garfinkle
    Louis Garfinkle was an American screenwriter best known for co-writing the acclaimed Vietnam War drama film "The Deer Hunter."
  • C. Harlene Rosen
    Harlene Rosen is an American woman best known as the first wife of filmmaker and comedian Woody Allen, to whom she was married in the 1950s.
  • D. Leslie Harter
    Leslie Harter is a film producer known for her work in Hollywood and for being married to director Robert Zemeckis.
  • E. Erich Bergen
    Erich Bergen is an American actor and singer best known for his role as Blake Moran on the political drama series "Madam Secretary" and for portraying Bob Gaudio in the film adaptation of the musical "Jersey Boys."
  • 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_69ad85a405e48190b6e68de7cf9f319e completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb1f06f8c8190a6b7c56ac3f5ff07 completed March 8, 2026, 5:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69b31a9627c48190bf8bce4e2e6de418 completed March 12, 2026, 7:57 p.m.
NEDg Description generation batch_69b31c3b6c1c8190bc207b9809fa3eed completed March 12, 2026, 8:04 p.m.
NED2 Entity disambiguation (via description) batch_69b31c912d888190a48c71f5210c1037 completed March 12, 2026, 8:05 p.m.
Created at: March 8, 2026, 3:12 p.m.