Triple

T8451115
Position Surface form Disambiguated ID Type / Status
Subject The Great Debaters E199799 entity
Predicate mainCharacter P1183 FINISHED
Object Samantha Booke
Samantha Booke is a determined and trailblazing young African American woman who joins the debate team at Wiley College in the film "The Great Debaters," challenging social norms and racial barriers in 1930s Texas.
 E741565 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: Samantha Booke | Statement: [The Great Debaters, mainCharacter, Samantha Booke]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Samantha Booke
Context triple: [The Great Debaters, mainCharacter, Samantha Booke]
  • A. Samantha Bryant
    Samantha Bryant is an American publicist and former production assistant best known as the wife of actor Colin Hanks.
  • B. Samantha Thompson
    Samantha Thompson is known as the daughter of American politician and former Illinois governor James R. Thompson.
  • C. Samantha Harper
    Samantha Harper is an American actress best known for her work in television and film and for being married to actor Bill Macy.
  • D. Samantha Winslow
    Samantha Winslow is an American photographer and the wife of renowned film composer John Williams.
  • E. Samantha Wheeler
    Samantha Wheeler is a formidable and ambitious corporate lawyer introduced in later seasons of the TV series "Suits," known for her sharp legal skills and fierce loyalty.
  • 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: Samantha Booke
Triple: [The Great Debaters, mainCharacter, Samantha Booke]
Generated description
Samantha Booke is a determined and trailblazing young African American woman who joins the debate team at Wiley College in the film "The Great Debaters," challenging social norms and racial barriers in 1930s Texas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Samantha Booke
Target entity description: Samantha Booke is a determined and trailblazing young African American woman who joins the debate team at Wiley College in the film "The Great Debaters," challenging social norms and racial barriers in 1930s Texas.
  • A. Samantha Bryant
    Samantha Bryant is an American publicist and former production assistant best known as the wife of actor Colin Hanks.
  • B. Samantha Thompson
    Samantha Thompson is known as the daughter of American politician and former Illinois governor James R. Thompson.
  • C. Samantha Harper
    Samantha Harper is an American actress best known for her work in television and film and for being married to actor Bill Macy.
  • D. Samantha Winslow
    Samantha Winslow is an American photographer and the wife of renowned film composer John Williams.
  • E. Samantha Wheeler
    Samantha Wheeler is a formidable and ambitious corporate lawyer introduced in later seasons of the TV series "Suits," known for her sharp legal skills and fierce loyalty.
  • 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_69ca8318231881908fd1bc1c4d45d286 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe44815488190a912d63512e19af0 completed March 31, 2026, 3:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce6cf9368081909cad61cdf6156a0e completed April 2, 2026, 1:19 p.m.
NEDg Description generation batch_69ce6ec1e74081908fc235ffd13ef301 completed April 2, 2026, 1:27 p.m.
NED2 Entity disambiguation (via description) batch_69ce6fe13a00819095f5bec408435426 completed April 2, 2026, 1:32 p.m.
Created at: March 30, 2026, 6:09 p.m.