Triple

T4863961
Position Surface form Disambiguated ID Type / Status
Subject Marlee Matlin E108723 entity
Predicate characterPortrayed P1507 FINISHED
Object Melody Bledsoe in Switched at Birth
Melody Bledsoe in *Switched at Birth* is a strong, no-nonsense deaf mother and therapist who serves as a key mentor and moral anchor within the show's deaf community.
E475557 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: Melody Bledsoe in Switched at Birth | Statement: [Marlee Matlin, characterPortrayed, Melody Bledsoe in Switched at Birth]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Melody Bledsoe in Switched at Birth
Context triple: [Marlee Matlin, characterPortrayed, Melody Bledsoe in Switched at Birth]
  • A. Melody Barnes
    Melody Barnes is an American lawyer and policy expert who served as President Barack Obama’s chief domestic policy adviser and director of the White House Domestic Policy Council.
  • B. Annalise
    Annalise is a minor but pivotal character in John le Carré’s espionage novel "Smiley’s People," involved in the intricate web of intelligence and personal relationships surrounding George Smiley.
  • C. Maddy Hinson
    Maddy Hinson is a television producer best known for serving as an executive producer on the anthology drama series "Genius."
  • D. Sienna Brooks
    Sienna Brooks is a brilliant but enigmatic doctor who becomes Robert Langdon’s key ally and complex foil in the film adaptation of Dan Brown’s thriller "Inferno."
  • E. Rebekah Staton
    Rebekah Staton is a British actress known for her work in television, film, and voice acting, including roles in series such as "Pulling" and "Raised by Wolves."
  • 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: Melody Bledsoe in Switched at Birth
Triple: [Marlee Matlin, characterPortrayed, Melody Bledsoe in Switched at Birth]
Generated description
Melody Bledsoe in *Switched at Birth* is a strong, no-nonsense deaf mother and therapist who serves as a key mentor and moral anchor within the show's deaf community.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Melody Bledsoe in Switched at Birth
Target entity description: Melody Bledsoe in *Switched at Birth* is a strong, no-nonsense deaf mother and therapist who serves as a key mentor and moral anchor within the show's deaf community.
  • A. Melody Barnes
    Melody Barnes is an American lawyer and policy expert who served as President Barack Obama’s chief domestic policy adviser and director of the White House Domestic Policy Council.
  • B. Annalise
    Annalise is a minor but pivotal character in John le Carré’s espionage novel "Smiley’s People," involved in the intricate web of intelligence and personal relationships surrounding George Smiley.
  • C. Maddy Hinson
    Maddy Hinson is a television producer best known for serving as an executive producer on the anthology drama series "Genius."
  • D. Sienna Brooks
    Sienna Brooks is a brilliant but enigmatic doctor who becomes Robert Langdon’s key ally and complex foil in the film adaptation of Dan Brown’s thriller "Inferno."
  • E. Rebekah Staton
    Rebekah Staton is a British actress known for her work in television, film, and voice acting, including roles in series such as "Pulling" and "Raised by Wolves."
  • 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.