Triple

T7506486
Position Surface form Disambiguated ID Type / Status
Subject Becky Ann Baker E177402 entity
Predicate notableWork P4 FINISHED
Object Freaks and Geeks (role: Jean Weir)
Freaks and Geeks (role: Jean Weir) is the acclaimed coming-of-age television series in which Becky Ann Baker portrays Jean Weir, the well-meaning but overprotective mother of the Weir family.
 E668880 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: Freaks and Geeks (role: Jean Weir) | Statement: [Becky Ann Baker, notableWork, Freaks and Geeks (role: Jean Weir)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Freaks and Geeks (role: Jean Weir)
Context triple: [Becky Ann Baker, notableWork, Freaks and Geeks (role: Jean Weir)]
  • A. Betty Finn in Heathers
    Betty Finn in *Heathers* is the shy, well-meaning former best friend of protagonist Veronica Sawyer, representing her lost innocence amid the film’s dark high school social satire.
  • B. Elizabeth Marvel as Jean Meyerowitz
    Elizabeth Marvel as Jean Meyerowitz is a supporting character in the film "The Meyerowitz Stories," depicting one of the adult Meyerowitz siblings in Noah Baumbach’s family dramedy.
  • C. Veronica Sawyer in Heathers
    Veronica Sawyer in *Heathers* is the intelligent, sardonic high school outsider who becomes entangled in a darkly comic spiral of murder and social upheaval alongside the nihilistic J.D.
  • D. Gretchen Wieners – Lacey Chabert
    Gretchen Wieners – Lacey Chabert refers to the character Gretchen Wieners from the teen comedy film "Mean Girls," portrayed by American actress Lacey Chabert.
  • E. Jordan Catalano in My So-Called Life
    Jordan Catalano in *My So-Called Life* is the brooding, enigmatic high school heartthrob and love interest of Angela Chase, known for his aloof demeanor and emotional complexity.
  • 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: Freaks and Geeks (role: Jean Weir)
Triple: [Becky Ann Baker, notableWork, Freaks and Geeks (role: Jean Weir)]
Generated description
Freaks and Geeks (role: Jean Weir) is the acclaimed coming-of-age television series in which Becky Ann Baker portrays Jean Weir, the well-meaning but overprotective mother of the Weir family.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Freaks and Geeks (role: Jean Weir)
Target entity description: Freaks and Geeks (role: Jean Weir) is the acclaimed coming-of-age television series in which Becky Ann Baker portrays Jean Weir, the well-meaning but overprotective mother of the Weir family.
  • A. Betty Finn in Heathers
    Betty Finn in *Heathers* is the shy, well-meaning former best friend of protagonist Veronica Sawyer, representing her lost innocence amid the film’s dark high school social satire.
  • B. Elizabeth Marvel as Jean Meyerowitz
    Elizabeth Marvel as Jean Meyerowitz is a supporting character in the film "The Meyerowitz Stories," depicting one of the adult Meyerowitz siblings in Noah Baumbach’s family dramedy.
  • C. Veronica Sawyer in Heathers
    Veronica Sawyer in *Heathers* is the intelligent, sardonic high school outsider who becomes entangled in a darkly comic spiral of murder and social upheaval alongside the nihilistic J.D.
  • D. Gretchen Wieners – Lacey Chabert
    Gretchen Wieners – Lacey Chabert refers to the character Gretchen Wieners from the teen comedy film "Mean Girls," portrayed by American actress Lacey Chabert.
  • E. Jordan Catalano in My So-Called Life
    Jordan Catalano in *My So-Called Life* is the brooding, enigmatic high school heartthrob and love interest of Angela Chase, known for his aloof demeanor and emotional complexity.
  • 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_69c69f276b108190af2cc790b6554544 completed March 27, 2026, 3:15 p.m.
NER Named-entity recognition batch_69c6f5b5fcd88190ab4ab0ba96a6aa4b completed March 27, 2026, 9:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69c83ca243288190bb253f4d91701407 completed March 28, 2026, 8:40 p.m.
NEDg Description generation batch_69c83d5884a88190a22c0fb54f9731c7 completed March 28, 2026, 8:43 p.m.
NED2 Entity disambiguation (via description) batch_69c84071abb88190a2dadd57ff088f3d completed March 28, 2026, 8:56 p.m.
Created at: March 27, 2026, 3:45 p.m.