Triple

T16148013
Position Surface form Disambiguated ID Type / Status
Subject The PJs E391836 entity
Predicate notableCharacter P1481 FINISHED
Object Muriel Stubbs
Muriel Stubbs is a central character on the animated television series "The PJs," known as the strong-willed, sharp-tongued wife of main character Thurgood Stubbs.
E1287223 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: Muriel Stubbs | Statement: [The PJs, notableCharacter, Muriel Stubbs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Muriel Stubbs
Context triple: [The PJs, notableCharacter, Muriel Stubbs]
  • A. Muriel Hewitt
    Muriel Hewitt was the wife of renowned British actor Ralph Richardson, known primarily for her marriage to the celebrated stage and film performer.
  • B. Muriel Heslop
    Muriel Heslop is the socially awkward, ABBA-obsessed young woman whose quest for love, acceptance, and reinvention drives the Australian film "Muriel's Wedding."
  • C. Muriel Sutherland
    Muriel Sutherland was the mother of renowned Australian operatic soprano Dame Joan Sutherland.
  • D. Muriel Murphy
    Muriel Murphy was the wife of Irish republican leader Terence MacSwiney and a member of the prominent Cork Murphy brewing family.
  • E. Mabel Totheroh
    Mabel Totheroh was the wife of American cinematographer Rollie Totheroh, best known for his long collaboration with Charlie Chaplin during the silent film era.
  • 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: Muriel Stubbs
Triple: [The PJs, notableCharacter, Muriel Stubbs]
Generated description
Muriel Stubbs is a central character on the animated television series "The PJs," known as the strong-willed, sharp-tongued wife of main character Thurgood Stubbs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Muriel Stubbs
Target entity description: Muriel Stubbs is a central character on the animated television series "The PJs," known as the strong-willed, sharp-tongued wife of main character Thurgood Stubbs.
  • A. Muriel Hewitt
    Muriel Hewitt was the wife of renowned British actor Ralph Richardson, known primarily for her marriage to the celebrated stage and film performer.
  • B. Muriel Heslop
    Muriel Heslop is the socially awkward, ABBA-obsessed young woman whose quest for love, acceptance, and reinvention drives the Australian film "Muriel's Wedding."
  • C. Muriel Sutherland
    Muriel Sutherland was the mother of renowned Australian operatic soprano Dame Joan Sutherland.
  • D. Muriel Murphy
    Muriel Murphy was the wife of Irish republican leader Terence MacSwiney and a member of the prominent Cork Murphy brewing family.
  • E. Mabel Totheroh
    Mabel Totheroh was the wife of American cinematographer Rollie Totheroh, best known for his long collaboration with Charlie Chaplin during the silent film era.
  • 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_69d87f1c65e48190aa2b4c472e9bafc4 completed April 10, 2026, 4:39 a.m.
NER Named-entity recognition batch_69e21d9551e081908391061b092ff31b completed April 17, 2026, 11:46 a.m.
NED1 Entity disambiguation (via context triple) batch_6a02ef9f91c0819080931a4f21546915 completed May 12, 2026, 9:15 a.m.
NEDg Description generation batch_6a02f113a41c8190b17611eaa50516ca completed May 12, 2026, 9:21 a.m.
NED2 Entity disambiguation (via description) batch_6a02f1e980f4819087eb191e13396581 completed May 12, 2026, 9:24 a.m.
Created at: April 10, 2026, 5:01 a.m.