Triple

T18523275
Position Surface form Disambiguated ID Type / Status
Subject Sharona Fleming E452644 entity
Predicate lastRegularAppearance P16814 FINISHED
Object Mr. Monk Takes His Medicine
"Mr. Monk Takes His Medicine" is an episode of the television series *Monk* notable for marking the departure of the character Sharona Fleming as Monk’s longtime nurse and assistant.
 E1330780 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: Mr. Monk Takes His Medicine | Statement: [Sharona Fleming, lastRegularAppearance, Mr. Monk Takes His Medicine]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Mr. Monk Takes His Medicine
Context triple: [Sharona Fleming, lastRegularAppearance, Mr. Monk Takes His Medicine]
  • A. Mr. Monk and the Red Herring
    "Mr. Monk and the Red Herring" is an episode of the television series *Monk* notable for introducing Adrian Monk’s future assistant, Natalie Teeger.
  • B. Mr. Monk’s Last Case: A Monk Movie
    Mr. Monk’s Last Case: A Monk Movie is a 2023 mystery-comedy film that reunites Tony Shalhoub as obsessive-compulsive detective Adrian Monk in a feature-length continuation of the popular TV series.
  • C. Mr. Monk and the Captain’s Favorite
    "Mr. Monk and the Captain’s Favorite" is an episode of the detective comedy-drama series "Monk" that centers on Captain Stottlemeyer’s personal life becoming entangled in one of Adrian Monk’s investigations.
  • D. Mr. Monk and the Captain’s Wife
    "Mr. Monk and the Captain’s Wife" is an episode of the detective television series "Monk" in which obsessive-compulsive sleuth Adrian Monk investigates a case that personally involves Captain Leland Stottlemeyer’s family.
  • E. Mr. Monk and the Candidate
    "Mr. Monk and the Candidate" is the feature-length pilot episode of the television series "Monk," which introduces obsessive-compulsive detective Adrian Monk and sets up the show's central characters and tone.
  • 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: Mr. Monk Takes His Medicine
Triple: [Sharona Fleming, lastRegularAppearance, Mr. Monk Takes His Medicine]
Generated description
"Mr. Monk Takes His Medicine" is an episode of the television series *Monk* notable for marking the departure of the character Sharona Fleming as Monk’s longtime nurse and assistant.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Mr. Monk Takes His Medicine
Target entity description: "Mr. Monk Takes His Medicine" is an episode of the television series *Monk* notable for marking the departure of the character Sharona Fleming as Monk’s longtime nurse and assistant.
  • A. Mr. Monk and the Red Herring
    "Mr. Monk and the Red Herring" is an episode of the television series *Monk* notable for introducing Adrian Monk’s future assistant, Natalie Teeger.
  • B. Mr. Monk’s Last Case: A Monk Movie
    Mr. Monk’s Last Case: A Monk Movie is a 2023 mystery-comedy film that reunites Tony Shalhoub as obsessive-compulsive detective Adrian Monk in a feature-length continuation of the popular TV series.
  • C. Mr. Monk and the Captain’s Favorite
    "Mr. Monk and the Captain’s Favorite" is an episode of the detective comedy-drama series "Monk" that centers on Captain Stottlemeyer’s personal life becoming entangled in one of Adrian Monk’s investigations.
  • D. Mr. Monk and the Captain’s Wife
    "Mr. Monk and the Captain’s Wife" is an episode of the detective television series "Monk" in which obsessive-compulsive sleuth Adrian Monk investigates a case that personally involves Captain Leland Stottlemeyer’s family.
  • E. Mr. Monk and the Candidate
    "Mr. Monk and the Candidate" is the feature-length pilot episode of the television series "Monk," which introduces obsessive-compulsive detective Adrian Monk and sets up the show's central characters and tone.
  • 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_69d8d387b5548190aa030dad2cb4947e completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e5338f6da48190bdb374019d10db05 completed April 19, 2026, 7:57 p.m.
NED1 Entity disambiguation (via context triple) batch_6a049ad34a648190b551ef7e93cf0d22 completed May 13, 2026, 3:37 p.m.
NEDg Description generation batch_6a04a0f470ac8190a0a8561bf1b288df completed May 13, 2026, 4:04 p.m.
NED2 Entity disambiguation (via description) batch_6a04a1cce5cc8190b75dbc17354bde5a completed May 13, 2026, 4:07 p.m.
Created at: April 10, 2026, 11:37 a.m.