Triple
T10947829
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sonja Lyubomirsky |
E258642
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
The How of Happiness
The How of Happiness is a popular positive psychology book by Sonja Lyubomirsky that presents research-based strategies and exercises for increasing long-term happiness.
|
E895706
|
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: The How of Happiness | Statement: [Sonja Lyubomirsky, notableWork, The How of Happiness]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The How of Happiness Context triple: [Sonja Lyubomirsky, notableWork, The How of Happiness]
-
A.
Authentic Happiness
Authentic Happiness is a popular positive psychology book by Martin Seligman that explores how cultivating strengths, meaning, and positive emotions can lead to lasting well-being.
-
B.
The Business of Happiness
The Business of Happiness is a book by entrepreneur and sports team owner Ted Leonsis that blends memoir and business advice to argue that true success comes from pursuing happiness, meaning, and service to others alongside financial achievement.
-
C.
Take Up a Course in Happiness
"Take Up a Course in Happiness" is a song featured on Stevie Wonder’s 1970 album "Where I’m Coming From."
-
D.
A Short Guide to a Happy Life
A Short Guide to a Happy Life is a brief, reflective nonfiction book by Anna Quindlen that offers personal insights and practical wisdom on living a more meaningful and fulfilling life.
-
E.
The Art of Happiness
The Art of Happiness is a popular self-help and spiritual book that presents the Dalai Lama’s practical philosophy on cultivating lasting happiness through compassion, inner peace, and mental training.
- 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: The How of Happiness Triple: [Sonja Lyubomirsky, notableWork, The How of Happiness]
Generated description
The How of Happiness is a popular positive psychology book by Sonja Lyubomirsky that presents research-based strategies and exercises for increasing long-term happiness.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The How of Happiness Target entity description: The How of Happiness is a popular positive psychology book by Sonja Lyubomirsky that presents research-based strategies and exercises for increasing long-term happiness.
-
A.
Authentic Happiness
Authentic Happiness is a popular positive psychology book by Martin Seligman that explores how cultivating strengths, meaning, and positive emotions can lead to lasting well-being.
-
B.
The Business of Happiness
The Business of Happiness is a book by entrepreneur and sports team owner Ted Leonsis that blends memoir and business advice to argue that true success comes from pursuing happiness, meaning, and service to others alongside financial achievement.
-
C.
Take Up a Course in Happiness
"Take Up a Course in Happiness" is a song featured on Stevie Wonder’s 1970 album "Where I’m Coming From."
-
D.
A Short Guide to a Happy Life
A Short Guide to a Happy Life is a brief, reflective nonfiction book by Anna Quindlen that offers personal insights and practical wisdom on living a more meaningful and fulfilling life.
-
E.
The Art of Happiness
The Art of Happiness is a popular self-help and spiritual book that presents the Dalai Lama’s practical philosophy on cultivating lasting happiness through compassion, inner peace, and mental training.
- 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_69d6aa8769b4819082bfe5e61b9017f0 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d770ebac3c8190849ddda3d9d37327 |
completed | April 9, 2026, 9:27 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e23c4a75688190894c83b8964509a6 |
completed | April 17, 2026, 1:57 p.m. |
| NEDg | Description generation | batch_69e24542b4f081909c97621f04da8ecc |
completed | April 17, 2026, 2:35 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e248f7f96481909fa6e6cd07891566 |
completed | April 17, 2026, 2:51 p.m. |
Created at: April 8, 2026, 9:23 p.m.