Triple

T13673210
Position Surface form Disambiguated ID Type / Status
Subject Scream Queens E327803 entity
Predicate notableCharacter P1481 FINISHED
Object Hester Ulrich
Hester Ulrich is a central, scheming antagonist in the horror-comedy TV series "Scream Queens," known for her deceptive persona and connection to the show's serial killings.
E1052712 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: Hester Ulrich | Statement: [Scream Queens, notableCharacter, Hester Ulrich]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hester Ulrich
Context triple: [Scream Queens, notableCharacter, Hester Ulrich]
  • A. Hester Harper
    Hester Harper is the psychologically complex, reclusive protagonist of Elizabeth Jolley’s novel "The Well," whose intense relationship with her young companion drives the story’s unsettling exploration of power, dependence, and moral ambiguity.
  • B. Hester Pitt
    Hester Pitt was a daughter of British statesman William Pitt the Elder, belonging to a prominent 18th-century political family.
  • C. Hester Mahieu
    Hester Mahieu was a member of the Leiden Separatist community and the wife of Mayflower passenger Francis Cooke, making her part of the early 17th-century English Pilgrim circle associated with the founding of Plymouth Colony.
  • D. Hester Sigerson
    Hester Sigerson was the mother of Irish poet Dora Sigerson Shorter and a member of the culturally active Sigerson family associated with Ireland’s literary and nationalist circles.
  • E. Hester Eastman
    Hester Eastman is a minor character in John Irving’s novel "A Prayer for Owen Meany," appearing as part of the extended social and familial world surrounding the book’s central figures.
  • 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: Hester Ulrich
Triple: [Scream Queens, notableCharacter, Hester Ulrich]
Generated description
Hester Ulrich is a central, scheming antagonist in the horror-comedy TV series "Scream Queens," known for her deceptive persona and connection to the show's serial killings.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hester Ulrich
Target entity description: Hester Ulrich is a central, scheming antagonist in the horror-comedy TV series "Scream Queens," known for her deceptive persona and connection to the show's serial killings.
  • A. Hester Harper
    Hester Harper is the psychologically complex, reclusive protagonist of Elizabeth Jolley’s novel "The Well," whose intense relationship with her young companion drives the story’s unsettling exploration of power, dependence, and moral ambiguity.
  • B. Hester Pitt
    Hester Pitt was a daughter of British statesman William Pitt the Elder, belonging to a prominent 18th-century political family.
  • C. Hester Mahieu
    Hester Mahieu was a member of the Leiden Separatist community and the wife of Mayflower passenger Francis Cooke, making her part of the early 17th-century English Pilgrim circle associated with the founding of Plymouth Colony.
  • D. Hester Sigerson
    Hester Sigerson was the mother of Irish poet Dora Sigerson Shorter and a member of the culturally active Sigerson family associated with Ireland’s literary and nationalist circles.
  • E. Hester Eastman
    Hester Eastman is a minor character in John Irving’s novel "A Prayer for Owen Meany," appearing as part of the extended social and familial world surrounding the book’s central figures.
  • 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_69d8076f1fa8819094664a59b55010df completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbc65aab348190a6611f5765f8392d completed April 12, 2026, 4:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69f78b145fa081908521c103201f3afe completed May 3, 2026, 5:51 p.m.
NEDg Description generation batch_69f78bd727048190a57a75294a9ab53d completed May 3, 2026, 5:54 p.m.
NED2 Entity disambiguation (via description) batch_69f78c94da6c8190b9bc1d04cee19c3c completed May 3, 2026, 5:57 p.m.
Created at: April 9, 2026, 9:53 p.m.