Triple
T849422
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Abraham Maslow |
E18349
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Bertha Goodman Maslow
Bertha Goodman Maslow was the wife of humanistic psychologist Abraham Maslow and a significant personal influence on his life and work.
|
E111438
|
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: Bertha Goodman Maslow | Statement: [Abraham Maslow, spouse, Bertha Goodman Maslow]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bertha Goodman Maslow Context triple: [Abraham Maslow, spouse, Bertha Goodman Maslow]
-
A.
Abraham Maslow
Abraham Maslow was an American psychologist best known for developing the hierarchy of needs theory, which emphasizes human motivation and self-actualization.
-
B.
Eleanor Jess Atwood Gibson
Eleanor Jess Atwood Gibson is the daughter of Canadian author Margaret Atwood and her partner, novelist Graeme Gibson.
-
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.
Bruno Bettelheim
Bruno Bettelheim was an Austrian-born American psychologist and writer known for his work on child psychology, autism, and the psychological impact of extreme trauma, including his own experiences in Nazi concentration camps.
-
E.
Joshua Schachter
Joshua Schachter is an American entrepreneur and software engineer best known for creating the social bookmarking service Delicious, which helped popularize tagging on the web.
- 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: Bertha Goodman Maslow Triple: [Abraham Maslow, spouse, Bertha Goodman Maslow]
Generated description
Bertha Goodman Maslow was the wife of humanistic psychologist Abraham Maslow and a significant personal influence on his life and work.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bertha Goodman Maslow Target entity description: Bertha Goodman Maslow was the wife of humanistic psychologist Abraham Maslow and a significant personal influence on his life and work.
-
A.
Abraham Maslow
Abraham Maslow was an American psychologist best known for developing the hierarchy of needs theory, which emphasizes human motivation and self-actualization.
-
B.
Eleanor Jess Atwood Gibson
Eleanor Jess Atwood Gibson is the daughter of Canadian author Margaret Atwood and her partner, novelist Graeme Gibson.
-
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.
Bruno Bettelheim
Bruno Bettelheim was an Austrian-born American psychologist and writer known for his work on child psychology, autism, and the psychological impact of extreme trauma, including his own experiences in Nazi concentration camps.
-
E.
Joshua Schachter
Joshua Schachter is an American entrepreneur and software engineer best known for creating the social bookmarking service Delicious, which helped popularize tagging on the web.
- 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_69a4938b04208190b82e1df6b572c548 |
completed | March 1, 2026, 7:29 p.m. |
| NER | Named-entity recognition | batch_69a4ac1fac3481909cba7070ce31a9b3 |
completed | March 1, 2026, 9:14 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a826cf14808190a4afc2a7b6c66845 |
completed | March 4, 2026, 12:34 p.m. |
| NEDg | Description generation | batch_69a83432d9188190aa11be0f29dfdeaa |
completed | March 4, 2026, 1:31 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a834bb8ff481909b6aa00274d22598 |
completed | March 4, 2026, 1:33 p.m. |
Created at: March 1, 2026, 7:38 p.m.