Triple

T5532253
Position Surface form Disambiguated ID Type / Status
Subject The Hamlet E145075 entity
Predicate featuresCharacter P626 FINISHED
Object Flem Snopes
Flem Snopes is a cunning, opportunistic antihero in William Faulkner’s Yoknapatawpha County saga, known for his ruthless social climbing and moral ambiguity.
E529111 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: Flem Snopes | Statement: [The Hamlet, featuresCharacter, Flem Snopes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Flem Snopes
Context triple: [The Hamlet, featuresCharacter, Flem Snopes]
  • A. Darl Bundren
    Darl Bundren is a central, introspective and increasingly unstable member of the Bundren family in William Faulkner’s novel *As I Lay Dying*, known for his fragmented narration and eventual descent into madness.
  • B. Addie Bundren
    Addie Bundren is the deceased matriarch of the Bundren family in William Faulkner’s Southern Gothic novel, whose death and complex inner life drive the story’s exploration of identity, suffering, and family.
  • C. Dewey Dell Bundren
    Dewey Dell Bundren is a central character in William Faulkner’s novel *As I Lay Dying*, a young, pregnant daughter in the Bundren family whose inner turmoil and limited agency highlight themes of isolation, gender, and desperation in the rural American South.
  • D. Jewel Bundren
    Jewel Bundren is a fiercely independent and emotionally intense son in William Faulkner’s novel "As I Lay Dying," known for his deep attachment to his mother and his volatile, often isolated nature.
  • E. Vardaman Bundren
    Vardaman Bundren is the youngest, emotionally troubled son in William Faulkner’s novel "As I Lay Dying," known for his fragmented, childlike perspective and the famous line “My mother is a fish.”
  • 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: Flem Snopes
Triple: [The Hamlet, featuresCharacter, Flem Snopes]
Generated description
Flem Snopes is a cunning, opportunistic antihero in William Faulkner’s Yoknapatawpha County saga, known for his ruthless social climbing and moral ambiguity.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Flem Snopes
Target entity description: Flem Snopes is a cunning, opportunistic antihero in William Faulkner’s Yoknapatawpha County saga, known for his ruthless social climbing and moral ambiguity.
  • A. Darl Bundren
    Darl Bundren is a central, introspective and increasingly unstable member of the Bundren family in William Faulkner’s novel *As I Lay Dying*, known for his fragmented narration and eventual descent into madness.
  • B. Addie Bundren
    Addie Bundren is the deceased matriarch of the Bundren family in William Faulkner’s Southern Gothic novel, whose death and complex inner life drive the story’s exploration of identity, suffering, and family.
  • C. Dewey Dell Bundren
    Dewey Dell Bundren is a central character in William Faulkner’s novel *As I Lay Dying*, a young, pregnant daughter in the Bundren family whose inner turmoil and limited agency highlight themes of isolation, gender, and desperation in the rural American South.
  • D. Jewel Bundren
    Jewel Bundren is a fiercely independent and emotionally intense son in William Faulkner’s novel "As I Lay Dying," known for his deep attachment to his mother and his volatile, often isolated nature.
  • E. Vardaman Bundren
    Vardaman Bundren is the youngest, emotionally troubled son in William Faulkner’s novel "As I Lay Dying," known for his fragmented, childlike perspective and the famous line “My mother is a fish.”
  • 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_69c008f9955881909bfa8348b56b4739 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c01f9d17ec8190b93b12931a4c1b33 completed March 22, 2026, 4:58 p.m.
NED1 Entity disambiguation (via context triple) batch_69c028094fa48190a1f48779a7963af9 completed March 22, 2026, 5:34 p.m.
NEDg Description generation batch_69c033ddc7148190ba64ebfc2472c367 completed March 22, 2026, 6:24 p.m.
NED2 Entity disambiguation (via description) batch_69c036725fc481908ab0e260892d8243 completed March 22, 2026, 6:35 p.m.
Created at: March 22, 2026, 3:34 p.m.