Triple

T3905158
Position Surface form Disambiguated ID Type / Status
Subject Abram Hoffer E87187 entity
Predicate wrote P2831 FINISHED
Object How to Live with Schizophrenia
"How to Live with Schizophrenia" is a self-help and informational book offering practical guidance, treatment perspectives, and coping strategies for people with schizophrenia and their families.
E397639 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: How to Live with Schizophrenia | Statement: [Abram Hoffer, wrote, How to Live with Schizophrenia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: How to Live with Schizophrenia
Context triple: [Abram Hoffer, wrote, How to Live with Schizophrenia]
  • A. 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.
  • B. SCZ
    SCZ is the vehicle registration code for Santa Cruz de la Sierra, a major city in eastern Bolivia.
  • C. Communication: The Social Matrix of Psychiatry
    "Communication: The Social Matrix of Psychiatry" is an influential interdisciplinary work that applies systems theory and communication analysis to understanding psychiatric disorders and family dynamics.
  • D. Psychiko
    Psychiko is an affluent suburban municipality in the northern part of Athens, Greece, known for its upscale residential character and diplomatic presence.
  • E. Bye Bipolar
    "Bye Bipolar" is a song featured on the album B7 by American singer Brandy.
  • 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: How to Live with Schizophrenia
Triple: [Abram Hoffer, wrote, How to Live with Schizophrenia]
Generated description
"How to Live with Schizophrenia" is a self-help and informational book offering practical guidance, treatment perspectives, and coping strategies for people with schizophrenia and their families.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: How to Live with Schizophrenia
Target entity description: "How to Live with Schizophrenia" is a self-help and informational book offering practical guidance, treatment perspectives, and coping strategies for people with schizophrenia and their families.
  • A. 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.
  • B. SCZ
    SCZ is the vehicle registration code for Santa Cruz de la Sierra, a major city in eastern Bolivia.
  • C. Communication: The Social Matrix of Psychiatry
    "Communication: The Social Matrix of Psychiatry" is an influential interdisciplinary work that applies systems theory and communication analysis to understanding psychiatric disorders and family dynamics.
  • D. Psychiko
    Psychiko is an affluent suburban municipality in the northern part of Athens, Greece, known for its upscale residential character and diplomatic presence.
  • E. Bye Bipolar
    "Bye Bipolar" is a song featured on the album B7 by American singer Brandy.
  • 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_69aed9424514819086e9c58adde6652d completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aeed0fb9888190add847806555a14a completed March 9, 2026, 3:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69b51cace2b88190981e3516123a417d completed March 14, 2026, 8:30 a.m.
NEDg Description generation batch_69b51d9fd9388190bef2020b97b2fc80 completed March 14, 2026, 8:34 a.m.
NED2 Entity disambiguation (via description) batch_69b51e3325f08190a630644d0b6f7d76 completed March 14, 2026, 8:37 a.m.
Created at: March 9, 2026, 3:22 p.m.