Triple

T12531255
Position Surface form Disambiguated ID Type / Status
Subject Bad Sisters E299567 entity
Predicate mainCharacter P1183 FINISHED
Object Grace Williams
Grace Williams is a central character in the dark comedy-drama series "Bad Sisters," whose troubled marriage and mysterious fate drive the show's plot and her sisters' protective actions.
 E1013344 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: Grace Williams | Statement: [Bad Sisters, mainCharacter, Grace Williams]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Grace Williams
Context triple: [Bad Sisters, mainCharacter, Grace Williams]
  • A. Jane Williams
    Jane Williams is a British theologian and writer, known for her work in Christian theology and for being married to former Archbishop of Canterbury Rowan Williams.
  • B. Jane Williams
    Jane Williams was a member of the Shelley circle, the literary and intellectual group surrounding Romantic poet Percy Bysshe Shelley.
  • C. Sybil Williams
    Sybil Williams was a Welsh actress and theater producer best known as the first wife of actor Richard Burton and later as a prominent New York nightclub owner.
  • D. Georgia Welch
    Georgia Welch is best known as the wife of former U.S. Attorney General and prominent civil rights advocate Ramsey Clark.
  • E. Sarah Winston
    Sarah Winston was a colonial American woman best known as the mother of Founding Father and second U.S. President John Adams.
  • 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: Grace Williams
Triple: [Bad Sisters, mainCharacter, Grace Williams]
Generated description
Grace Williams is a central character in the dark comedy-drama series "Bad Sisters," whose troubled marriage and mysterious fate drive the show's plot and her sisters' protective actions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Grace Williams
Target entity description: Grace Williams is a central character in the dark comedy-drama series "Bad Sisters," whose troubled marriage and mysterious fate drive the show's plot and her sisters' protective actions.
  • A. Jane Williams
    Jane Williams is a British theologian and writer, known for her work in Christian theology and for being married to former Archbishop of Canterbury Rowan Williams.
  • B. Jane Williams
    Jane Williams was a member of the Shelley circle, the literary and intellectual group surrounding Romantic poet Percy Bysshe Shelley.
  • C. Sybil Williams
    Sybil Williams was a Welsh actress and theater producer best known as the first wife of actor Richard Burton and later as a prominent New York nightclub owner.
  • D. Georgia Welch
    Georgia Welch is best known as the wife of former U.S. Attorney General and prominent civil rights advocate Ramsey Clark.
  • E. Sarah Winston
    Sarah Winston was a colonial American woman best known as the mother of Founding Father and second U.S. President John Adams.
  • 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_69d6ada5cdd48190860d9ce30aff69be completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d95469d100819087c83bc55e3ec9ce completed April 10, 2026, 7:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6b8be566c81908fba8e8caabbd93c completed May 3, 2026, 2:53 a.m.
NEDg Description generation batch_69f6b9a1ca54819085da2ca592bf5219 completed May 3, 2026, 2:57 a.m.
NED2 Entity disambiguation (via description) batch_69f6bb03d8d88190930edd0f49fec8aa completed May 3, 2026, 3:03 a.m.
Created at: April 8, 2026, 9:57 p.m.