Triple
T4725985
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Charles R. Schwab |
E104884
|
entity |
| Predicate | hasWritten |
P2831
|
FINISHED |
| Object |
You’re Fifty—Now What?
"You’re Fifty—Now What?" is a personal finance and life-planning book by Charles R. Schwab that offers guidance on managing money, retirement, and lifestyle decisions in midlife and beyond.
|
E463921
|
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: You’re Fifty—Now What? | Statement: [Charles R. Schwab, hasWritten, You’re Fifty—Now What?]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: You’re Fifty—Now What? Context triple: [Charles R. Schwab, hasWritten, You’re Fifty—Now What?]
-
A.
Rehearsals for Retirement
Rehearsals for Retirement is a 1969 folk-rock album by American singer-songwriter Phil Ochs, noted for its dark, introspective tone and political disillusionment.
-
B.
Your Second Act: Inspiring Stories of Reinvention
"Your Second Act: Inspiring Stories of Reinvention" is a nonfiction book by actress Patricia Heaton that shares real-life stories and guidance on finding new purpose and direction in the second half of life.
-
C.
Grow Old With You
"Grow Old With You" is a romantic ballad performed by Adam Sandler in the film *The Wedding Singer*, known for its sweet, humorous lyrics about lifelong love.
-
D.
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.
-
E.
Cracking the Aging Code
Cracking the Aging Code is a science book co-authored by Dorian Sagan that explores the biological mechanisms and evolutionary logic behind aging.
- 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: You’re Fifty—Now What? Triple: [Charles R. Schwab, hasWritten, You’re Fifty—Now What?]
Generated description
"You’re Fifty—Now What?" is a personal finance and life-planning book by Charles R. Schwab that offers guidance on managing money, retirement, and lifestyle decisions in midlife and beyond.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: You’re Fifty—Now What? Target entity description: "You’re Fifty—Now What?" is a personal finance and life-planning book by Charles R. Schwab that offers guidance on managing money, retirement, and lifestyle decisions in midlife and beyond.
-
A.
Rehearsals for Retirement
Rehearsals for Retirement is a 1969 folk-rock album by American singer-songwriter Phil Ochs, noted for its dark, introspective tone and political disillusionment.
-
B.
Your Second Act: Inspiring Stories of Reinvention
"Your Second Act: Inspiring Stories of Reinvention" is a nonfiction book by actress Patricia Heaton that shares real-life stories and guidance on finding new purpose and direction in the second half of life.
-
C.
Grow Old With You
"Grow Old With You" is a romantic ballad performed by Adam Sandler in the film *The Wedding Singer*, known for its sweet, humorous lyrics about lifelong love.
-
D.
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.
-
E.
Cracking the Aging Code
Cracking the Aging Code is a science book co-authored by Dorian Sagan that explores the biological mechanisms and evolutionary logic behind aging.
- 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_69bd43ed84648190ae0b7ee8e8d00482 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd6446b42081908e023979c9685730 |
completed | March 20, 2026, 3:14 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be109c67648190ba9bda7fc5cb3dd1 |
completed | March 21, 2026, 3:29 a.m. |
| NEDg | Description generation | batch_69be134fbc088190a2c7b3c3e7f00584 |
completed | March 21, 2026, 3:41 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be13e813e08190842ad5c2ad8e47cc |
completed | March 21, 2026, 3:43 a.m. |
Created at: March 20, 2026, 1:18 p.m.