Triple

T2232181
Position Surface form Disambiguated ID Type / Status
Subject Jo Jo Dancer, Your Life Is Calling E49193 entity
Predicate starring P1507 FINISHED
Object Barbara Williams
Barbara Williams is a Canadian-American actress known for her film and television work, including a prominent role opposite Richard Pryor in the semi-autobiographical drama "Jo Jo Dancer, Your Life Is Calling."
E463121 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: Barbara Williams | Statement: [Jo Jo Dancer, Your Life Is Calling, starring, Barbara Williams]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Barbara Williams
Context triple: [Jo Jo Dancer, Your Life Is Calling, starring, Barbara Williams]
  • A. Barbara Pierce
    Barbara Pierce was the birth name of Barbara Bush, who became First Lady of the United States as the wife of President George H. W. Bush and was known for her advocacy of family literacy.
  • B. Barbara Willis
    Barbara Willis is a fictional character appearing in the 1932 pre-Code romantic drama film "Red Dust."
  • C. Barbara Stephens
    Barbara Stephens was the woman who served as the ceremonial sponsor for the U.S. Navy battleship USS California (BB-44) at its launching.
  • D. Margie Willett
    Margie Willett was the first wife of American actor and comedian Dick Van Dyke, with whom she was married for over three decades before their divorce in the early 1980s.
  • E. Marlene Lawston
    Marlene Lawston is an American actress best known for her role as Jodie Foster’s daughter in the thriller film "Flightplan."
  • 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: Barbara Williams
Triple: [Jo Jo Dancer, Your Life Is Calling, starring, Barbara Williams]
Generated description
Barbara Williams is a Canadian-American actress known for her film and television work, including a prominent role opposite Richard Pryor in the semi-autobiographical drama "Jo Jo Dancer, Your Life Is Calling."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Barbara Williams
Target entity description: Barbara Williams is a Canadian-American actress known for her film and television work, including a prominent role opposite Richard Pryor in the semi-autobiographical drama "Jo Jo Dancer, Your Life Is Calling."
  • A. Barbara Pierce
    Barbara Pierce was the birth name of Barbara Bush, who became First Lady of the United States as the wife of President George H. W. Bush and was known for her advocacy of family literacy.
  • B. Barbara Willis
    Barbara Willis is a fictional character appearing in the 1932 pre-Code romantic drama film "Red Dust."
  • C. Barbara Stephens
    Barbara Stephens was the woman who served as the ceremonial sponsor for the U.S. Navy battleship USS California (BB-44) at its launching.
  • D. Margie Willett
    Margie Willett was the first wife of American actor and comedian Dick Van Dyke, with whom she was married for over three decades before their divorce in the early 1980s.
  • E. Marlene Lawston
    Marlene Lawston is an American actress best known for her role as Jodie Foster’s daughter in the thriller film "Flightplan."
  • 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_69a88aa84bdc819086df50e9c20b301e completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abc06d26bc8190a85ddb6312d2df08 completed March 7, 2026, 6:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69be0ffd52188190addb5fa69c45e9d7 completed March 21, 2026, 3:26 a.m.
NEDg Description generation batch_69be10cce8d0819093c9f1c721142e48 completed March 21, 2026, 3:30 a.m.
NED2 Entity disambiguation (via description) batch_69be119987bc8190b0b0f75a2c07a60c completed March 21, 2026, 3:33 a.m.
Created at: March 4, 2026, 7:47 p.m.