Triple

T956724
Position Surface form Disambiguated ID Type / Status
Subject Stranger Things E20640 entity
Predicate mainCharacter P1183 FINISHED
Object Joyce Byers
Joyce Byers is a determined and fiercely protective mother in the sci-fi horror series "Stranger Things," known for her relentless efforts to uncover the truth behind her son Will's disappearance and the supernatural events in Hawkins.
E112807 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: Joyce Byers | Statement: [Stranger Things, mainCharacter, Joyce Byers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Joyce Byers
Context triple: [Stranger Things, mainCharacter, Joyce Byers]
  • A. Clair Huxtable
    Clair Huxtable is the sharp, elegant, and no-nonsense lawyer and mother from the classic American sitcom "The Cosby Show."
  • B. Lois Griffin
    Lois Griffin is a central character in the animated sitcom "Family Guy," known as the often level-headed yet flawed wife of Peter Griffin and mother of the Griffin family.
  • C. Meg Griffin
    Meg Griffin is the often-mocked teenage daughter of the Griffin family in the animated television series "Family Guy," known for being a frequent target of ridicule and neglect.
  • D. Eve Harrington
    Eve Harrington is the ambitious, manipulative young actress at the center of the classic 1950 film "All About Eve," whose calculated rise in the theater world drives the story's drama.
  • E. Phoebe Caulfield
    Phoebe Caulfield is Holden Caulfield’s intelligent, perceptive younger sister in J.D. Salinger’s novel "The Catcher in the Rye," often serving as his emotional anchor and moral compass.
  • 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: Joyce Byers
Triple: [Stranger Things, mainCharacter, Joyce Byers]
Generated description
Joyce Byers is a determined and fiercely protective mother in the sci-fi horror series "Stranger Things," known for her relentless efforts to uncover the truth behind her son Will's disappearance and the supernatural events in Hawkins.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Joyce Byers
Target entity description: Joyce Byers is a determined and fiercely protective mother in the sci-fi horror series "Stranger Things," known for her relentless efforts to uncover the truth behind her son Will's disappearance and the supernatural events in Hawkins.
  • A. Clair Huxtable
    Clair Huxtable is the sharp, elegant, and no-nonsense lawyer and mother from the classic American sitcom "The Cosby Show."
  • B. Lois Griffin
    Lois Griffin is a central character in the animated sitcom "Family Guy," known as the often level-headed yet flawed wife of Peter Griffin and mother of the Griffin family.
  • C. Meg Griffin
    Meg Griffin is the often-mocked teenage daughter of the Griffin family in the animated television series "Family Guy," known for being a frequent target of ridicule and neglect.
  • D. Eve Harrington
    Eve Harrington is the ambitious, manipulative young actress at the center of the classic 1950 film "All About Eve," whose calculated rise in the theater world drives the story's drama.
  • E. Phoebe Caulfield
    Phoebe Caulfield is Holden Caulfield’s intelligent, perceptive younger sister in J.D. Salinger’s novel "The Catcher in the Rye," often serving as his emotional anchor and moral compass.
  • 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_69a493b21f2881908132dcf45dcd2f36 completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4b3f981bc819098125554eeeb6375 completed March 1, 2026, 9:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69a933b00a58819084164f3dd3ecb070 completed March 5, 2026, 7:41 a.m.
NEDg Description generation batch_69a963a788f08190b8849631db63bf00 completed March 5, 2026, 11:06 a.m.
NED2 Entity disambiguation (via description) batch_69ac0da2d24881909e6f67cc9951efd2 completed March 7, 2026, 11:36 a.m.
Created at: March 1, 2026, 7:40 p.m.