Triple

T4863959
Position Surface form Disambiguated ID Type / Status
Subject Marlee Matlin E108723 entity
Predicate characterPortrayed P1507 FINISHED
Object Tess Kaufman in Reasonable Doubts
Tess Kaufman in Reasonable Doubts is a strong-willed, deaf assistant district attorney who navigates both legal challenges and communication barriers in the courtroom.
E475556 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: Tess Kaufman in Reasonable Doubts | Statement: [Marlee Matlin, characterPortrayed, Tess Kaufman in Reasonable Doubts]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tess Kaufman in Reasonable Doubts
Context triple: [Marlee Matlin, characterPortrayed, Tess Kaufman in Reasonable Doubts]
  • A. Amber Frey: Witness for the Prosecution
    "Amber Frey: Witness for the Prosecution" is a 2005 television film dramatizing the true story of Amber Frey’s involvement as a key witness in the Scott Peterson murder trial.
  • B. Patty Hewes in Damages
    Patty Hewes in *Damages* is a ruthless, brilliant high-stakes litigator and the central antihero of the legal thriller TV series.
  • C. Maxine Gray in Judging Amy
    Maxine Gray in *Judging Amy* is the tough, outspoken, and deeply compassionate social worker mother of the title character, known for her unwavering dedication to child welfare and family.
  • D. Rachel Watson in The Girl on the Train
    Rachel Watson is the troubled, alcoholic protagonist and unreliable narrator of Paula Hawkins’ psychological thriller "The Girl on the Train," whose obsession with her ex-husband and his new family entangles her in a missing-person investigation.
  • E. Joanna Crane in Chancer
    Joanna Crane in *Chancer* is a central character in the early-1990s British television drama, around whom much of the show's romantic and moral intrigue revolves.
  • 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: Tess Kaufman in Reasonable Doubts
Triple: [Marlee Matlin, characterPortrayed, Tess Kaufman in Reasonable Doubts]
Generated description
Tess Kaufman in Reasonable Doubts is a strong-willed, deaf assistant district attorney who navigates both legal challenges and communication barriers in the courtroom.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tess Kaufman in Reasonable Doubts
Target entity description: Tess Kaufman in Reasonable Doubts is a strong-willed, deaf assistant district attorney who navigates both legal challenges and communication barriers in the courtroom.
  • A. Amber Frey: Witness for the Prosecution
    "Amber Frey: Witness for the Prosecution" is a 2005 television film dramatizing the true story of Amber Frey’s involvement as a key witness in the Scott Peterson murder trial.
  • B. Patty Hewes in Damages
    Patty Hewes in *Damages* is a ruthless, brilliant high-stakes litigator and the central antihero of the legal thriller TV series.
  • C. Maxine Gray in Judging Amy
    Maxine Gray in *Judging Amy* is the tough, outspoken, and deeply compassionate social worker mother of the title character, known for her unwavering dedication to child welfare and family.
  • D. Rachel Watson in The Girl on the Train
    Rachel Watson is the troubled, alcoholic protagonist and unreliable narrator of Paula Hawkins’ psychological thriller "The Girl on the Train," whose obsession with her ex-husband and his new family entangles her in a missing-person investigation.
  • E. Joanna Crane in Chancer
    Joanna Crane in *Chancer* is a central character in the early-1990s British television drama, around whom much of the show's romantic and moral intrigue revolves.
  • 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_69bd440b965081908b0557721cae6338 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6d7718e48190af4c0d1abfa87795 completed March 20, 2026, 3:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69be5cfdb3248190a16a5f3fb97d4950 completed March 21, 2026, 8:55 a.m.
NEDg Description generation batch_69be607df6648190be22b5bc0d6531b4 completed March 21, 2026, 9:10 a.m.
NED2 Entity disambiguation (via description) batch_69be611da7c08190b644cfbcb30741fc completed March 21, 2026, 9:13 a.m.
Created at: March 20, 2026, 1:26 p.m.