Triple
T4190571
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Martin Seligman |
E89023
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
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.
|
E420594
|
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: Authentic Happiness | Statement: [Martin Seligman, notableWork, Authentic Happiness]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Authentic Happiness Context triple: [Martin Seligman, notableWork, Authentic Happiness]
-
A.
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.
-
B.
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.
-
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 Compass to Fulfillment
A Compass to Fulfillment is a philosophical and business ethics book by Japanese entrepreneur Kazuo Inamori that offers guidance on living a meaningful, principled, and successful life.
-
E.
Life Is What You Make It: Finding Your Own Path to Fulfillment
Life Is What You Make It: Finding Your Own Path to Fulfillment is a reflective self-help and memoir-style book by Peter Buffett that explores personal values, purpose, and redefining success beyond wealth and privilege.
- 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: Authentic Happiness Triple: [Martin Seligman, notableWork, Authentic Happiness]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Authentic Happiness Target entity description: 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.
-
A.
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.
-
B.
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.
-
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 Compass to Fulfillment
A Compass to Fulfillment is a philosophical and business ethics book by Japanese entrepreneur Kazuo Inamori that offers guidance on living a meaningful, principled, and successful life.
-
E.
Life Is What You Make It: Finding Your Own Path to Fulfillment
Life Is What You Make It: Finding Your Own Path to Fulfillment is a reflective self-help and memoir-style book by Peter Buffett that explores personal values, purpose, and redefining success beyond wealth and privilege.
- 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_69aed9569a4481908b6c1fcec2a11e21 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69af034019848190bd5486521c375325 |
completed | March 9, 2026, 5:28 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b58a05e634819094bbe145f86d8786 |
completed | March 14, 2026, 4:17 p.m. |
| NEDg | Description generation | batch_69b58e337aec819092020d46ee235fd1 |
completed | March 14, 2026, 4:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b58e9f50948190a40254375e76153c |
completed | March 14, 2026, 4:36 p.m. |
Created at: March 9, 2026, 3:46 p.m.