Triple

T3286154
Position Surface form Disambiguated ID Type / Status
Subject Elmore Leonard E68986 entity
Predicate notableWork P4 FINISHED
Object Raylan
Raylan is a crime novel by Elmore Leonard featuring U.S. Marshal Raylan Givens in a series of interlinked stories that inspired plotlines in the TV series "Justified."
E344117 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: Raylan | Statement: [Elmore Leonard, notableWork, Raylan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Raylan
Context triple: [Elmore Leonard, notableWork, Raylan]
  • A. Denny Colt
    Denny Colt is the masked vigilante alter ego known as The Spirit, a crime-fighting hero created by cartoonist Will Eisner.
  • B. Bret Maverick
    Bret Maverick is a charming, quick-witted professional gambler and con man from the classic Western television series "Maverick," famously portrayed by James Garner.
  • C. Biff Brannon
    Biff Brannon is a thoughtful, observant café owner in Carson McCullers’ novel "The Heart Is a Lonely Hunter," known for his quiet compassion and reflective nature.
  • D. Iron Eyes Cody
    Iron Eyes Cody was an American actor of Italian descent best known for portraying Native American characters in Hollywood films and for his iconic role in the 1970s "Crying Indian" anti-pollution public service announcement.
  • E. John Read
    John Read is a relatively obscure individual whose primary distinction is sharing the surname associated with the Read family name.
  • 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: Raylan
Triple: [Elmore Leonard, notableWork, Raylan]
Generated description
Raylan is a crime novel by Elmore Leonard featuring U.S. Marshal Raylan Givens in a series of interlinked stories that inspired plotlines in the TV series "Justified."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Raylan
Target entity description: Raylan is a crime novel by Elmore Leonard featuring U.S. Marshal Raylan Givens in a series of interlinked stories that inspired plotlines in the TV series "Justified."
  • A. Denny Colt
    Denny Colt is the masked vigilante alter ego known as The Spirit, a crime-fighting hero created by cartoonist Will Eisner.
  • B. Bret Maverick
    Bret Maverick is a charming, quick-witted professional gambler and con man from the classic Western television series "Maverick," famously portrayed by James Garner.
  • C. Biff Brannon
    Biff Brannon is a thoughtful, observant café owner in Carson McCullers’ novel "The Heart Is a Lonely Hunter," known for his quiet compassion and reflective nature.
  • D. Iron Eyes Cody
    Iron Eyes Cody was an American actor of Italian descent best known for portraying Native American characters in Hollywood films and for his iconic role in the 1970s "Crying Indian" anti-pollution public service announcement.
  • E. John Read
    John Read is a relatively obscure individual whose primary distinction is sharing the surname associated with the Read family name.
  • 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_69ad859c463481909ca4be267336c290 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb03918c48190987d7cfd3bda9716 completed March 8, 2026, 5:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69b2e85b6a1081908581b2040b8ce261 completed March 12, 2026, 4:22 p.m.
NEDg Description generation batch_69b2e9783918819085ea73a8ed815f65 completed March 12, 2026, 4:27 p.m.
NED2 Entity disambiguation (via description) batch_69b2ea0189948190b1dab60aecf04b73 completed March 12, 2026, 4:29 p.m.
Created at: March 8, 2026, 3:10 p.m.