Triple

T8108467
Position Surface form Disambiguated ID Type / Status
Subject Aaron T. Beck E189284 entity
Predicate knownFor P22 FINISHED
Object Beck Hopelessness Scale
The Beck Hopelessness Scale is a psychological assessment tool that measures negative expectations about the future and is widely used to evaluate suicide risk and depressive severity.
E712639 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: Beck Hopelessness Scale | Statement: [Aaron T. Beck, knownFor, Beck Hopelessness Scale]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Beck Hopelessness Scale
Context triple: [Aaron T. Beck, knownFor, Beck Hopelessness Scale]
  • A. MACH-IV questionnaire
    The MACH-IV questionnaire is a psychological assessment tool designed to quantify an individual's level of Machiavellian traits such as manipulation, cynicism, and pragmatic morality.
  • B. MDD
    MDD is the standard abbreviation for the Murray–Darling Depression bioregion, a large arid to semi-arid landscape in southeastern Australia known for its unique ecosystems and significant river systems.
  • C. Helplessness: On Depression, Development, and Death
    Helplessness: On Depression, Development, and Death is a seminal psychology book by Martin Seligman that explores how perceived lack of control contributes to depression, development, and responses to trauma and mortality.
  • D. Melancholy
    Melancholy is an 1890s painting by Edvard Munch that portrays a brooding, introspective figure on a shoreline, exemplifying the artist’s exploration of emotional anxiety and existential despair.
  • E. Melancholy
    "Melancholy" is a jazz piece famously recorded by New Orleans clarinetist Johnny Dodds, showcasing his expressive and blues-inflected style.
  • 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: Beck Hopelessness Scale
Triple: [Aaron T. Beck, knownFor, Beck Hopelessness Scale]
Generated description
The Beck Hopelessness Scale is a psychological assessment tool that measures negative expectations about the future and is widely used to evaluate suicide risk and depressive severity.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Beck Hopelessness Scale
Target entity description: The Beck Hopelessness Scale is a psychological assessment tool that measures negative expectations about the future and is widely used to evaluate suicide risk and depressive severity.
  • A. MACH-IV questionnaire
    The MACH-IV questionnaire is a psychological assessment tool designed to quantify an individual's level of Machiavellian traits such as manipulation, cynicism, and pragmatic morality.
  • B. MDD
    MDD is the standard abbreviation for the Murray–Darling Depression bioregion, a large arid to semi-arid landscape in southeastern Australia known for its unique ecosystems and significant river systems.
  • C. Helplessness: On Depression, Development, and Death
    Helplessness: On Depression, Development, and Death is a seminal psychology book by Martin Seligman that explores how perceived lack of control contributes to depression, development, and responses to trauma and mortality.
  • D. Melancholy
    Melancholy is an 1890s painting by Edvard Munch that portrays a brooding, introspective figure on a shoreline, exemplifying the artist’s exploration of emotional anxiety and existential despair.
  • E. Melancholy
    "Melancholy" is a jazz piece famously recorded by New Orleans clarinetist Johnny Dodds, showcasing his expressive and blues-inflected style.
  • 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_69ca82b9d5848190a24672775d5c5011 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb42fa40e08190955fccec1a28eb34 completed March 31, 2026, 3:43 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc94198fdc8190bcf3c6285e52fdd3 completed April 1, 2026, 3:42 a.m.
NEDg Description generation batch_69cc95bfb2b08190ae4bbf8fdde3165d completed April 1, 2026, 3:49 a.m.
NED2 Entity disambiguation (via description) batch_69cc9771b6e48190bd5f45c3f8853890 completed April 1, 2026, 3:56 a.m.
Created at: March 30, 2026, 5:32 p.m.