Triple
T1682444
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cognitive behavioral therapy |
E36367
|
entity |
| Predicate | associatedWith |
P37
|
FINISHED |
| Object |
Albert Ellis
Albert Ellis was an influential American psychologist and psychotherapist who founded Rational Emotive Behavior Therapy, a pioneering form of cognitive-behavioral therapy.
|
E190727
|
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: Albert Ellis | Statement: [Cognitive behavioral therapy, associatedWith, Albert Ellis]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Albert Ellis Context triple: [Cognitive behavioral therapy, associatedWith, Albert Ellis]
-
A.
Aaron T. Beck
Aaron T. Beck was an American psychiatrist widely regarded as the founder of cognitive therapy and a pioneer of cognitive behavioral therapy.
-
B.
Martin Seligman
Martin Seligman is an American psychologist best known as a founder of positive psychology and for his work on learned helplessness and well-being.
-
C.
Carl Rogers
Carl Rogers was an influential American psychologist and one of the founders of humanistic psychology, best known for developing client-centered (person-centered) therapy.
-
D.
Rollo May
Rollo May was an American existential psychologist and author known for integrating existential philosophy with psychotherapy and exploring themes of anxiety, freedom, and human choice.
-
E.
James Allport
James Allport was a prominent 19th-century British railway engineer and administrator who played a key role in the development and expansion of the Midland Railway network.
- 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: Albert Ellis Triple: [Cognitive behavioral therapy, associatedWith, Albert Ellis]
Generated description
Albert Ellis was an influential American psychologist and psychotherapist who founded Rational Emotive Behavior Therapy, a pioneering form of cognitive-behavioral therapy.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Albert Ellis Target entity description: Albert Ellis was an influential American psychologist and psychotherapist who founded Rational Emotive Behavior Therapy, a pioneering form of cognitive-behavioral therapy.
-
A.
Aaron T. Beck
Aaron T. Beck was an American psychiatrist widely regarded as the founder of cognitive therapy and a pioneer of cognitive behavioral therapy.
-
B.
Martin Seligman
Martin Seligman is an American psychologist best known as a founder of positive psychology and for his work on learned helplessness and well-being.
-
C.
Carl Rogers
Carl Rogers was an influential American psychologist and one of the founders of humanistic psychology, best known for developing client-centered (person-centered) therapy.
-
D.
Rollo May
Rollo May was an American existential psychologist and author known for integrating existential philosophy with psychotherapy and exploring themes of anxiety, freedom, and human choice.
-
E.
James Allport
James Allport was a prominent 19th-century British railway engineer and administrator who played a key role in the development and expansion of the Midland Railway network.
- 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_69a886139ed081909af0940aa9313512 |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69aa627ab38081909d5f264ca49e036a |
completed | March 6, 2026, 5:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad798dbf248190b4f8a8a8a6ee75cf |
completed | March 8, 2026, 1:28 p.m. |
| NEDg | Description generation | batch_69ad7a77b268819082eea7c09cc1ef0b |
completed | March 8, 2026, 1:32 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad7ae745c08190887f21d437978c2c |
completed | March 8, 2026, 1:34 p.m. |
Created at: March 4, 2026, 7:29 p.m.