Triple

T16441538
Position Surface form Disambiguated ID Type / Status
Subject Melrose Place E399312 entity
Predicate mainCharacter P1183 FINISHED
Object Kimberly Shaw
Kimberly Shaw is a central, scheming and psychologically complex character from the 1990s television drama series "Melrose Place."
E1376181 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: Kimberly Shaw | Statement: [Melrose Place, mainCharacter, Kimberly Shaw]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kimberly Shaw
Context triple: [Melrose Place, mainCharacter, Kimberly Shaw]
  • A. Kimberly Anne Scott
    Kimberly Anne Scott is an American woman best known as the on-and-off wife of rapper Eminem and the mother of his daughter Hailie Jade.
  • B. Kimberly Drummond
    Kimberly Drummond is a central character on the American sitcom "Diff'rent Strokes," known as the teenage daughter in the wealthy Drummond family who helps bridge the cultural gap with her adopted brothers.
  • C. Kimberly Steward
    Kimberly Steward is an American film producer best known for her work on acclaimed independent films, including the Oscar-winning drama "Manchester by the Sea."
  • D. Kimberly Reese
    Kimberly Reese is a diligent, ambitious college student and close friend of Whitley Gilbert on the sitcom "A Different World," known for her academic drive and grounded personality.
  • E. Sherry Shourds
    Sherry Shourds was an American film assistant director recognized in early Hollywood, notably honored at the 7th Academy Awards.
  • 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: Kimberly Shaw
Triple: [Melrose Place, mainCharacter, Kimberly Shaw]
Generated description
Kimberly Shaw is a central, scheming and psychologically complex character from the 1990s television drama series "Melrose Place."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kimberly Shaw
Target entity description: Kimberly Shaw is a central, scheming and psychologically complex character from the 1990s television drama series "Melrose Place."
  • A. Kimberly Anne Scott
    Kimberly Anne Scott is an American woman best known as the on-and-off wife of rapper Eminem and the mother of his daughter Hailie Jade.
  • B. Kimberly Drummond
    Kimberly Drummond is a central character on the American sitcom "Diff'rent Strokes," known as the teenage daughter in the wealthy Drummond family who helps bridge the cultural gap with her adopted brothers.
  • C. Kimberly Steward
    Kimberly Steward is an American film producer best known for her work on acclaimed independent films, including the Oscar-winning drama "Manchester by the Sea."
  • D. Kimberly Reese
    Kimberly Reese is a diligent, ambitious college student and close friend of Whitley Gilbert on the sitcom "A Different World," known for her academic drive and grounded personality.
  • E. Sherry Shourds
    Sherry Shourds was an American film assistant director recognized in early Hollywood, notably honored at the 7th Academy Awards.
  • 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_69d87f2c6778819080fcfae53be8f12a completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e32ba91dc48190bc35db60f63d36d3 completed April 18, 2026, 6:58 a.m.
NED1 Entity disambiguation (via context triple) batch_6a073b10a120819091623eef93c7f29d completed May 15, 2026, 3:26 p.m.
NEDg Description generation batch_6a073bb7169881908b34ab48750bdacb completed May 15, 2026, 3:28 p.m.
NED2 Entity disambiguation (via description) batch_6a073c7caa108190b5617a71f2142fa9 completed May 15, 2026, 3:32 p.m.
Created at: April 10, 2026, 5:10 a.m.