Triple
T23052622
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Danica McKellar |
E574060
|
entity |
| Predicate | authorOf |
P4244
|
FINISHED |
| Object |
Kiss My Math
Kiss My Math is a popular middle-school algebra book that uses relatable explanations and a friendly tone to help students, especially girls, feel confident about learning math.
|
E1568559
|
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: Kiss My Math | Statement: [Danica McKellar, authorOf, Kiss My Math]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kiss My Math Context triple: [Danica McKellar, authorOf, Kiss My Math]
-
A.
The Joy of x
The Joy of x is a popular mathematics book by Steven Strogatz that uses everyday stories and clear explanations to reveal the beauty and relevance of math in daily life.
-
B.
Letters to a Young Mathematician
"Letters to a Young Mathematician" is a popular science book by Ian Stewart that offers personal, accessible guidance on the nature of mathematical thinking and the life of a mathematician.
-
C.
The Great Mathematical Problems
The Great Mathematical Problems is a popular mathematics book by Ian Stewart that explores some of the most famous unsolved and historically significant problems in mathematics for a general audience.
-
D.
Wrath of the Math
Wrath of the Math is a critically acclaimed 1996 East Coast hip-hop album by Brooklyn rapper Jeru the Damaja, known for its complex lyricism and DJ Premier’s boom-bap production.
-
E.
The Bistromath
The Bistromath is a highly advanced, perception-warping starship in Douglas Adams' "The Hitchhiker's Guide to the Galaxy" series, powered by the absurdly complex mathematics of restaurant bills.
- 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: Kiss My Math Triple: [Danica McKellar, authorOf, Kiss My Math]
Generated description
Kiss My Math is a popular middle-school algebra book that uses relatable explanations and a friendly tone to help students, especially girls, feel confident about learning math.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kiss My Math Target entity description: Kiss My Math is a popular middle-school algebra book that uses relatable explanations and a friendly tone to help students, especially girls, feel confident about learning math.
-
A.
The Joy of x
The Joy of x is a popular mathematics book by Steven Strogatz that uses everyday stories and clear explanations to reveal the beauty and relevance of math in daily life.
-
B.
Letters to a Young Mathematician
"Letters to a Young Mathematician" is a popular science book by Ian Stewart that offers personal, accessible guidance on the nature of mathematical thinking and the life of a mathematician.
-
C.
The Great Mathematical Problems
The Great Mathematical Problems is a popular mathematics book by Ian Stewart that explores some of the most famous unsolved and historically significant problems in mathematics for a general audience.
-
D.
Wrath of the Math
Wrath of the Math is a critically acclaimed 1996 East Coast hip-hop album by Brooklyn rapper Jeru the Damaja, known for its complex lyricism and DJ Premier’s boom-bap production.
-
E.
The Bistromath
The Bistromath is a highly advanced, perception-warping starship in Douglas Adams' "The Hitchhiker's Guide to the Galaxy" series, powered by the absurdly complex mathematics of restaurant bills.
- 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_69e245ba7ae48190be606dbc54120e39 |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f1867dfac48190bf300f85d2907854 |
completed | April 29, 2026, 4:18 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c0ae036908190a6cdcb74e0d28f82 |
completed | May 19, 2026, 7:01 a.m. |
| NEDg | Description generation | batch_6a0c0e2dd7908190afa879304ef3ed17 |
completed | May 19, 2026, 7:15 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0c0eaa7f8c81908110341d34d92537 |
completed | May 19, 2026, 7:18 a.m. |
Created at: April 17, 2026, 3:54 p.m.