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.