Triple

T11987513
Position Surface form Disambiguated ID Type / Status
Subject James McEachin E285318 entity
Predicate notableWork P4 FINISHED
Object The Heroin Factor
The Heroin Factor is a crime novel by American author James McEachin that explores the violent underworld and social impact of the heroin trade.
E958417 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 Heroin Factor | Statement: [James McEachin, notableWork, The Heroin Factor]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Heroin Factor
Context triple: [James McEachin, notableWork, The Heroin Factor]
  • A. La Adicción
    La Adicción is the passionate and famously intense supporter group of the Mexican football club C.F. Monterrey.
  • B. What Addicts Know
    "What Addicts Know" is a self-help and memoir-style book by Christopher Kennedy Lawford that shares insights and life lessons drawn from the experiences of addiction and recovery.
  • C. Diary of a Drug Fiend
    Diary of a Drug Fiend is a semi-autobiographical occult novel by Aleister Crowley that explores addiction, excess, and spiritual transformation through the lens of Thelema.
  • D. Junkie
    "Junkie" is a semi-autobiographical novel by William S. Burroughs that offers a stark, firsthand portrayal of drug addiction and urban underworld life, and is considered an early landmark of the Beat Generation.
  • E. Junkie
    "Junkie" is a song by Norwegian singer-songwriter Lene Marlin from her 2001 album "Another Day."
  • 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 Heroin Factor
Triple: [James McEachin, notableWork, The Heroin Factor]
Generated description
The Heroin Factor is a crime novel by American author James McEachin that explores the violent underworld and social impact of the heroin trade.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Heroin Factor
Target entity description: The Heroin Factor is a crime novel by American author James McEachin that explores the violent underworld and social impact of the heroin trade.
  • A. La Adicción
    La Adicción is the passionate and famously intense supporter group of the Mexican football club C.F. Monterrey.
  • B. What Addicts Know
    "What Addicts Know" is a self-help and memoir-style book by Christopher Kennedy Lawford that shares insights and life lessons drawn from the experiences of addiction and recovery.
  • C. Diary of a Drug Fiend
    Diary of a Drug Fiend is a semi-autobiographical occult novel by Aleister Crowley that explores addiction, excess, and spiritual transformation through the lens of Thelema.
  • D. Junkie
    "Junkie" is a semi-autobiographical novel by William S. Burroughs that offers a stark, firsthand portrayal of drug addiction and urban underworld life, and is considered an early landmark of the Beat Generation.
  • E. Junkie
    "Junkie" is a song by Norwegian singer-songwriter Lene Marlin from her 2001 album "Another Day."
  • 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_69d6ab44a77c8190a652f4b27164e4ef completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d903ae28708190a826bad1624343eb completed April 10, 2026, 2:05 p.m.
NED1 Entity disambiguation (via context triple) batch_69f472492ebc8190b064e691bb70e356 completed May 1, 2026, 9:28 a.m.
NEDg Description generation batch_69f47b7c5af08190ab0bff1232530a0c completed May 1, 2026, 10:07 a.m.
NED2 Entity disambiguation (via description) batch_69f47dd51e648190bddd41766221e22d completed May 1, 2026, 10:17 a.m.
Created at: April 8, 2026, 9:46 p.m.