Triple

T10211608
Position Surface form Disambiguated ID Type / Status
Subject A Time for Mercy E242341 entity
Predicate featuresCharacter P626 FINISHED
Object Deputy Stuart Kofer
Deputy Stuart Kofer is a central, abusive small-town lawman whose violent actions and subsequent shooting drive the legal and moral conflicts in John Grisham’s novel *A Time for Mercy*.
E850170 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: Deputy Stuart Kofer | Statement: [A Time for Mercy, featuresCharacter, Deputy Stuart Kofer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Deputy Stuart Kofer
Context triple: [A Time for Mercy, featuresCharacter, Deputy Stuart Kofer]
  • A. Officer Ray Hechler
    Officer Ray Hechler is a fictional law enforcement officer featured as a character in the television series "Boomtown."
  • B. Michael O’Keefe
    Michael O’Keefe is an American actor best known for his role as young caddie Danny Noonan in the classic comedy film "Caddyshack."
  • C. Chris DeWolfe
    Chris DeWolfe is an American entrepreneur best known as the co-creator and former CEO of the pioneering social networking site MySpace.
  • D. Officer Doug Penhall
    Officer Doug Penhall is a lovable, wisecracking undercover cop known for his loyalty and comic relief on the TV series "21 Jump Street."
  • E. Deputy Jackson Lamb
    Deputy Jackson Lamb is a small-town lawman in the science-fiction film "Super 8," known for his gruff demeanor, protective nature, and central role in uncovering the mysterious events affecting his community.
  • 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: Deputy Stuart Kofer
Triple: [A Time for Mercy, featuresCharacter, Deputy Stuart Kofer]
Generated description
Deputy Stuart Kofer is a central, abusive small-town lawman whose violent actions and subsequent shooting drive the legal and moral conflicts in John Grisham’s novel *A Time for Mercy*.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Deputy Stuart Kofer
Target entity description: Deputy Stuart Kofer is a central, abusive small-town lawman whose violent actions and subsequent shooting drive the legal and moral conflicts in John Grisham’s novel *A Time for Mercy*.
  • A. Officer Ray Hechler
    Officer Ray Hechler is a fictional law enforcement officer featured as a character in the television series "Boomtown."
  • B. Michael O’Keefe
    Michael O’Keefe is an American actor best known for his role as young caddie Danny Noonan in the classic comedy film "Caddyshack."
  • C. Chris DeWolfe
    Chris DeWolfe is an American entrepreneur best known as the co-creator and former CEO of the pioneering social networking site MySpace.
  • D. Officer Doug Penhall
    Officer Doug Penhall is a lovable, wisecracking undercover cop known for his loyalty and comic relief on the TV series "21 Jump Street."
  • E. Deputy Jackson Lamb
    Deputy Jackson Lamb is a small-town lawman in the science-fiction film "Super 8," known for his gruff demeanor, protective nature, and central role in uncovering the mysterious events affecting his community.
  • 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_69d381ae26c48190985abd0e25ee5d04 completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d3aa22071c819095febd18dd607978 completed April 6, 2026, 12:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69d652d8088c819084040883f2ab9dc6 completed April 8, 2026, 1:06 p.m.
NEDg Description generation batch_69d656a847fc8190af1f3e131e4200b3 completed April 8, 2026, 1:22 p.m.
NED2 Entity disambiguation (via description) batch_69d6570d98f881909b9591f9d953eb35 completed April 8, 2026, 1:24 p.m.
Created at: April 6, 2026, 11:01 a.m.