Triple

T505701
Position Surface form Disambiguated ID Type / Status
Subject Southern Gothic E10497 entity
Predicate associatedWithWork P922 FINISHED
Object A Good Man Is Hard to Find
"A Good Man Is Hard to Find" is a classic short story by Flannery O’Connor that exemplifies Southern Gothic fiction through its dark humor, moral ambiguity, and violent exploration of grace and redemption in the American South.
E62690 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: A Good Man Is Hard to Find | Statement: [Southern Gothic, associatedWithWork, A Good Man Is Hard to Find]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: A Good Man Is Hard to Find
Context triple: [Southern Gothic, associatedWithWork, A Good Man Is Hard to Find]
  • A. No One Writes to the Colonel
    No One Writes to the Colonel is a novella by Gabriel García Márquez that portrays an aging, impoverished colonel’s quiet hope and dignity as he waits in vain for a long-promised government pension.
  • B. Tar Baby
    "Tar Baby" is a 1981 novel by Toni Morrison that explores race, class, identity, and desire through the complex relationships between a Black fashion model and a mysterious drifter on a Caribbean island.
  • C. The Ghost of Tom Joad
    The Ghost of Tom Joad is a stark, acoustic-driven folk album by Bruce Springsteen that explores themes of social injustice, poverty, and the struggles of marginalized people in contemporary America.
  • D. The Executioner’s Song
    The Executioner’s Song is a Pulitzer Prize–winning nonfiction novel by Norman Mailer that chronicles the life, crimes, and execution of convicted murderer Gary Gilmore.
  • E. The Green Mile
    The Green Mile is a serialized novel by Stephen King that blends supernatural elements with a poignant death-row drama set in a 1930s Southern prison.
  • 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: A Good Man Is Hard to Find
Triple: [Southern Gothic, associatedWithWork, A Good Man Is Hard to Find]
Generated description
"A Good Man Is Hard to Find" is a classic short story by Flannery O’Connor that exemplifies Southern Gothic fiction through its dark humor, moral ambiguity, and violent exploration of grace and redemption in the American South.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: A Good Man Is Hard to Find
Target entity description: "A Good Man Is Hard to Find" is a classic short story by Flannery O’Connor that exemplifies Southern Gothic fiction through its dark humor, moral ambiguity, and violent exploration of grace and redemption in the American South.
  • A. No One Writes to the Colonel
    No One Writes to the Colonel is a novella by Gabriel García Márquez that portrays an aging, impoverished colonel’s quiet hope and dignity as he waits in vain for a long-promised government pension.
  • B. Tar Baby
    "Tar Baby" is a 1981 novel by Toni Morrison that explores race, class, identity, and desire through the complex relationships between a Black fashion model and a mysterious drifter on a Caribbean island.
  • C. The Ghost of Tom Joad
    The Ghost of Tom Joad is a stark, acoustic-driven folk album by Bruce Springsteen that explores themes of social injustice, poverty, and the struggles of marginalized people in contemporary America.
  • D. The Executioner’s Song
    The Executioner’s Song is a Pulitzer Prize–winning nonfiction novel by Norman Mailer that chronicles the life, crimes, and execution of convicted murderer Gary Gilmore.
  • E. The Green Mile
    The Green Mile is a serialized novel by Stephen King that blends supernatural elements with a poignant death-row drama set in a 1930s Southern prison.
  • 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_69a2e848adf881908e5e04f7af030093 completed Feb. 28, 2026, 1:06 p.m.
NER Named-entity recognition batch_69a2f14b2acc8190818e8a53eac69c54 completed Feb. 28, 2026, 1:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69a48a7d47cc8190be1741f95f967f25 completed March 1, 2026, 6:50 p.m.
NEDg Description generation batch_69a48ae58a288190b4fa3e7a052477ca completed March 1, 2026, 6:52 p.m.
NED2 Entity disambiguation (via description) batch_69a48b35abe881909029c02557da0819 completed March 1, 2026, 6:53 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.