Triple
T7780162
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Jennifer Margulis |
E221493
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Toddler: Real-Life Stories of Those Fickle, Irrational, Urgent, Tiny People We Love
"Toddler: Real-Life Stories of Those Fickle, Irrational, Urgent, Tiny People We Love" is a nonfiction book by Jennifer Margulis that shares humorous and insightful real-life anecdotes about the challenges and joys of parenting toddlers.
|
E693200
|
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: Toddler: Real-Life Stories of Those Fickle, Irrational, Urgent, Tiny People We Love | Statement: [Jennifer Margulis, notableWork, Toddler: Real-Life Stories of Those Fickle, Irrational, Urgent, Tiny People We Love]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Toddler: Real-Life Stories of Those Fickle, Irrational, Urgent, Tiny People We Love Context triple: [Jennifer Margulis, notableWork, Toddler: Real-Life Stories of Those Fickle, Irrational, Urgent, Tiny People We Love]
-
A.
The Optimistic Child
The Optimistic Child is a self-help and psychology book by Martin Seligman that teaches parents and educators how to foster resilience and optimistic thinking in children to prevent depression and improve well-being.
-
B.
Teach Your Children
"Teach Your Children" is a folk-rock song by Crosby, Stills, Nash & Young known for its gentle harmonies and reflective lyrics about intergenerational understanding and guidance.
-
C.
Little Children
Little Children is a 2006 suburban drama film directed by Todd Field that explores marital discontent, infidelity, and social hypocrisy, featuring a critically acclaimed performance by Kate Winslet.
-
D.
Of Parents and Children
"Of Parents and Children" is a short essay by Francis Bacon that reflects on the duties, affections, and social implications of having and raising children.
-
E.
Kindergarten Is Too Late
Kindergarten Is Too Late is a book by Sony co-founder Masaru Ibuka that argues for the importance of intensive early childhood education before the age of three.
- 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: Toddler: Real-Life Stories of Those Fickle, Irrational, Urgent, Tiny People We Love Triple: [Jennifer Margulis, notableWork, Toddler: Real-Life Stories of Those Fickle, Irrational, Urgent, Tiny People We Love]
Generated description
"Toddler: Real-Life Stories of Those Fickle, Irrational, Urgent, Tiny People We Love" is a nonfiction book by Jennifer Margulis that shares humorous and insightful real-life anecdotes about the challenges and joys of parenting toddlers.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Toddler: Real-Life Stories of Those Fickle, Irrational, Urgent, Tiny People We Love Target entity description: "Toddler: Real-Life Stories of Those Fickle, Irrational, Urgent, Tiny People We Love" is a nonfiction book by Jennifer Margulis that shares humorous and insightful real-life anecdotes about the challenges and joys of parenting toddlers.
-
A.
The Optimistic Child
The Optimistic Child is a self-help and psychology book by Martin Seligman that teaches parents and educators how to foster resilience and optimistic thinking in children to prevent depression and improve well-being.
-
B.
Teach Your Children
"Teach Your Children" is a folk-rock song by Crosby, Stills, Nash & Young known for its gentle harmonies and reflective lyrics about intergenerational understanding and guidance.
-
C.
Little Children
Little Children is a 2006 suburban drama film directed by Todd Field that explores marital discontent, infidelity, and social hypocrisy, featuring a critically acclaimed performance by Kate Winslet.
-
D.
Of Parents and Children
"Of Parents and Children" is a short essay by Francis Bacon that reflects on the duties, affections, and social implications of having and raising children.
-
E.
Kindergarten Is Too Late
Kindergarten Is Too Late is a book by Sony co-founder Masaru Ibuka that argues for the importance of intensive early childhood education before the age of three.
- 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_69ca83ebbef881909ac47f789145fef7 |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69caa4d6cf9881909f5220437db13cc7 |
completed | March 30, 2026, 4:29 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69caf5af0a6c819091f43ac7eda2065e |
completed | March 30, 2026, 10:14 p.m. |
| NEDg | Description generation | batch_69caf81d934881908fa41ebd43f3b2e2 |
completed | March 30, 2026, 10:24 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69caf9f86d808190880f7bb2fc8d4fe3 |
completed | March 30, 2026, 10:32 p.m. |
Created at: March 30, 2026, 4:20 p.m.