Triple

T878234
Position Surface form Disambiguated ID Type / Status
Subject Fannie Flagg E18969 entity
Predicate notableWork P4 FINISHED
Object The Whole Town’s Talking
The Whole Town’s Talking is a humorous and heartwarming novel by Fannie Flagg that follows the intertwined lives and afterlives of residents in a small Missouri town across generations.
E103251 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: The Whole Town’s Talking | Statement: [Fannie Flagg, notableWork, The Whole Town’s Talking]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Whole Town’s Talking
Context triple: [Fannie Flagg, notableWork, The Whole Town’s Talking]
  • A. Wonderful Town
    Wonderful Town is a 1953 Broadway musical with music by Leonard Bernstein that follows two sisters pursuing their dreams in New York City's Greenwich Village.
  • B. Heard 'Em Say
    "Heard 'Em Say" is a reflective, soulful hip-hop song by Kanye West featuring Adam Levine, known for its introspective lyrics and mellow production.
  • C. Our Very Own
    "Our Very Own" is a 1950 American drama film starring Ann Blyth and Jane Wyatt that explores the emotional upheaval of a teenager who discovers she is adopted.
  • D. As We Were Saying
    As We Were Saying is a collection of essays by American writer and humorist Charles Dudley Warner, reflecting his characteristic wit and social commentary.
  • E. Nobody's Smiling
    "Nobody's Smiling" is a 2014 studio album by American rapper Common that explores themes of violence, struggle, and hope in his hometown of Chicago.
  • 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: The Whole Town’s Talking
Triple: [Fannie Flagg, notableWork, The Whole Town’s Talking]
Generated description
The Whole Town’s Talking is a humorous and heartwarming novel by Fannie Flagg that follows the intertwined lives and afterlives of residents in a small Missouri town across generations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Whole Town’s Talking
Target entity description: The Whole Town’s Talking is a humorous and heartwarming novel by Fannie Flagg that follows the intertwined lives and afterlives of residents in a small Missouri town across generations.
  • A. Wonderful Town
    Wonderful Town is a 1953 Broadway musical with music by Leonard Bernstein that follows two sisters pursuing their dreams in New York City's Greenwich Village.
  • B. Heard 'Em Say
    "Heard 'Em Say" is a reflective, soulful hip-hop song by Kanye West featuring Adam Levine, known for its introspective lyrics and mellow production.
  • C. Our Very Own
    "Our Very Own" is a 1950 American drama film starring Ann Blyth and Jane Wyatt that explores the emotional upheaval of a teenager who discovers she is adopted.
  • D. As We Were Saying
    As We Were Saying is a collection of essays by American writer and humorist Charles Dudley Warner, reflecting his characteristic wit and social commentary.
  • E. Nobody's Smiling
    "Nobody's Smiling" is a 2014 studio album by American rapper Common that explores themes of violence, struggle, and hope in his hometown of Chicago.
  • 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_69a4938db1f081909bcd1ad2713b6096 completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4acb1dc20819095b9bb093158b60d completed March 1, 2026, 9:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69a7b854469c81908dc4a5c29ee140a4 completed March 4, 2026, 4:43 a.m.
NEDg Description generation batch_69a7b985298c8190b465ce0589cd2c24 completed March 4, 2026, 4:48 a.m.
NED2 Entity disambiguation (via description) batch_69a7ba478a008190bf8c02ad6066b3cd completed March 4, 2026, 4:51 a.m.
Created at: March 1, 2026, 7:39 p.m.