Triple

T22125143
Position Surface form Disambiguated ID Type / Status
Subject Sonny with a Chance E546772 entity
Predicate character P662 FINISHED
Object Ms. Bitterman
Ms. Bitterman is a strict and intimidating studio teacher and authority figure on the Disney Channel sitcom "Sonny with a Chance."
E1520202 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: Ms. Bitterman | Statement: [Sonny with a Chance, character, Ms. Bitterman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ms. Bitterman
Context triple: [Sonny with a Chance, character, Ms. Bitterman]
  • A. Ms. Bitters
    Ms. Bitters is a perpetually grim, cynical teacher from the animated series "Invader Zim," known for her harsh demeanor and bizarre, ominous lessons.
  • B. Mildred Spiewak
    Mildred Spiewak was the birth name of Mildred Dresselhaus, a pioneering American physicist renowned for her groundbreaking work in carbon science and nanotechnology.
  • C. Mrs. Drusse
    Mrs. Drusse is a spiritually attuned, eccentric elderly patient who becomes a central figure in uncovering supernatural mysteries within Lars von Trier’s Danish horror series "The Kingdom."
  • D. Belle Moskowitz
    Belle Moskowitz was an influential early 20th-century American political advisor and social reformer, best known for her close collaboration with New York Governor and presidential candidate Al Smith.
  • E. Betty Cohen
    Betty Cohen is an American television executive best known as the founding president of Cartoon Network and a pioneering figure in cable children’s programming.
  • 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: Ms. Bitterman
Triple: [Sonny with a Chance, character, Ms. Bitterman]
Generated description
Ms. Bitterman is a strict and intimidating studio teacher and authority figure on the Disney Channel sitcom "Sonny with a Chance."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ms. Bitterman
Target entity description: Ms. Bitterman is a strict and intimidating studio teacher and authority figure on the Disney Channel sitcom "Sonny with a Chance."
  • A. Ms. Bitters
    Ms. Bitters is a perpetually grim, cynical teacher from the animated series "Invader Zim," known for her harsh demeanor and bizarre, ominous lessons.
  • B. Mildred Spiewak
    Mildred Spiewak was the birth name of Mildred Dresselhaus, a pioneering American physicist renowned for her groundbreaking work in carbon science and nanotechnology.
  • C. Mrs. Drusse
    Mrs. Drusse is a spiritually attuned, eccentric elderly patient who becomes a central figure in uncovering supernatural mysteries within Lars von Trier’s Danish horror series "The Kingdom."
  • D. Belle Moskowitz
    Belle Moskowitz was an influential early 20th-century American political advisor and social reformer, best known for her close collaboration with New York Governor and presidential candidate Al Smith.
  • E. Betty Cohen
    Betty Cohen is an American television executive best known as the founding president of Cartoon Network and a pioneering figure in cable children’s programming.
  • 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_69e11e39bf348190b541bfa16a7b71e0 completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f12980e2488190b58b541c8bee8480 completed April 28, 2026, 9:41 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a8f237c948190968d737cbfec7cc3 completed May 18, 2026, 4:01 a.m.
NEDg Description generation batch_6a0a92181a388190bdd14cafee3b1ccd completed May 18, 2026, 4:14 a.m.
NED2 Entity disambiguation (via description) batch_6a0a9302dc80819091422fadcacfe2ad completed May 18, 2026, 4:18 a.m.
Created at: April 16, 2026, 8:31 p.m.