Triple

T7780161
Position Surface form Disambiguated ID Type / Status
Subject Jennifer Margulis E221493 entity
Predicate notableWork P4 FINISHED
Object The Addiction Spectrum
The Addiction Spectrum is a book by Jennifer Margulis that explores the wide-ranging causes, manifestations, and treatments of addiction in modern society.
 E693199 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 Addiction Spectrum | Statement: [Jennifer Margulis, notableWork, The Addiction Spectrum]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: The Addiction Spectrum
Context triple: [Jennifer Margulis, notableWork, The Addiction Spectrum]
  • A. 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.
  • B. A Common Struggle: A Personal Journey Through the Past and Future of Mental Illness and Addiction
    "A Common Struggle: A Personal Journey Through the Past and Future of Mental Illness and Addiction" is a memoir and policy-focused book in which former U.S. Congressman Patrick J. Kennedy chronicles his own battles with mental illness and addiction while advocating for mental health reform.
  • C. Action on Addiction
    Action on Addiction is a UK-based charity focused on preventing and treating addiction and supporting those affected by it.
  • D. La Adicción
    La Adicción is the passionate and famously intense supporter group of the Mexican football club C.F. Monterrey.
  • E. Recovery: Freedom from Our Addictions
    Recovery: Freedom from Our Addictions is a self-help book by Russell Brand that adapts the 12-step program into a humorous, candid guide for overcoming various forms of addiction and compulsive behavior.
  • 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 Addiction Spectrum
Triple: [Jennifer Margulis, notableWork, The Addiction Spectrum]
Generated description
The Addiction Spectrum is a book by Jennifer Margulis that explores the wide-ranging causes, manifestations, and treatments of addiction in modern society.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: The Addiction Spectrum
Target entity description: The Addiction Spectrum is a book by Jennifer Margulis that explores the wide-ranging causes, manifestations, and treatments of addiction in modern society.
  • A. 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.
  • B. A Common Struggle: A Personal Journey Through the Past and Future of Mental Illness and Addiction
    "A Common Struggle: A Personal Journey Through the Past and Future of Mental Illness and Addiction" is a memoir and policy-focused book in which former U.S. Congressman Patrick J. Kennedy chronicles his own battles with mental illness and addiction while advocating for mental health reform.
  • C. Action on Addiction
    Action on Addiction is a UK-based charity focused on preventing and treating addiction and supporting those affected by it.
  • D. La Adicción
    La Adicción is the passionate and famously intense supporter group of the Mexican football club C.F. Monterrey.
  • E. Recovery: Freedom from Our Addictions
    Recovery: Freedom from Our Addictions is a self-help book by Russell Brand that adapts the 12-step program into a humorous, candid guide for overcoming various forms of addiction and compulsive behavior.
  • 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_69ca83ebbef881909ac47f789145fef7 completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69caa4d6cf9881909f5220437db13cc7 completed March 30, 2026, 4:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69caf5af0a6c819091f43ac7eda2065e completed March 30, 2026, 10:14 p.m.
NEDg Description generation batch_69caf81d934881908fa41ebd43f3b2e2 completed March 30, 2026, 10:24 p.m.
NED2 Entity disambiguation (via description) batch_69caf9f86d808190880f7bb2fc8d4fe3 completed March 30, 2026, 10:32 p.m.
Created at: March 30, 2026, 4:20 p.m.