Triple

T21842331
Position Surface form Disambiguated ID Type / Status
Subject I Care a Lot E539284 entity
Predicate character P662 FINISHED
Object Marla Grayson
Marla Grayson is the cunning, morally corrupt legal guardian and central antihero of the dark comedy thriller "I Care a Lot," known for exploiting elderly clients for personal gain.
E1507911 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: Marla Grayson | Statement: [I Care a Lot, character, Marla Grayson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marla Grayson
Context triple: [I Care a Lot, character, Marla Grayson]
  • A. April Malloy
    April Malloy is a central character in the television drama series "Mistresses," portrayed as a single mother rebuilding her life after personal tragedy while navigating complex relationships and moral dilemmas.
  • B. Marla Maples
    Marla Maples is an American actress and television personality best known for her high-profile marriage to businessman and future U.S. President Donald Trump in the 1990s.
  • C. Cheryl Malone
    Cheryl Malone is a notable individual recognized for achievements significant enough to be associated with the Malone surname.
  • D. Aileen Marlowe
    Aileen Marlowe was the wife of American film and television actor Hugh Marlowe.
  • E. Nancy Grey
    Nancy Grey is a fictional character from the film "Red Dog," contributing to the story’s emotional depth and relationships surrounding the legendary kelpie.
  • 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: Marla Grayson
Triple: [I Care a Lot, character, Marla Grayson]
Generated description
Marla Grayson is the cunning, morally corrupt legal guardian and central antihero of the dark comedy thriller "I Care a Lot," known for exploiting elderly clients for personal gain.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marla Grayson
Target entity description: Marla Grayson is the cunning, morally corrupt legal guardian and central antihero of the dark comedy thriller "I Care a Lot," known for exploiting elderly clients for personal gain.
  • A. April Malloy
    April Malloy is a central character in the television drama series "Mistresses," portrayed as a single mother rebuilding her life after personal tragedy while navigating complex relationships and moral dilemmas.
  • B. Marla Maples
    Marla Maples is an American actress and television personality best known for her high-profile marriage to businessman and future U.S. President Donald Trump in the 1990s.
  • C. Cheryl Malone
    Cheryl Malone is a notable individual recognized for achievements significant enough to be associated with the Malone surname.
  • D. Aileen Marlowe
    Aileen Marlowe was the wife of American film and television actor Hugh Marlowe.
  • E. Nancy Grey
    Nancy Grey is a fictional character from the film "Red Dog," contributing to the story’s emotional depth and relationships surrounding the legendary kelpie.
  • 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_69e0c476c3c88190a92d08ebb59a128a completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69f0a7acb17c81908c0de0afac5a9fa7 completed April 28, 2026, 12:27 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a59f701ec81908a1880a08c635ee0 completed May 18, 2026, 12:14 a.m.
NEDg Description generation batch_6a0a5aa6b7b88190ac2620d27d790f0b completed May 18, 2026, 12:17 a.m.
NED2 Entity disambiguation (via description) batch_6a0a5b24f6708190bfe903dceb0e9210 completed May 18, 2026, 12:19 a.m.
Created at: April 16, 2026, 6:55 p.m.