Triple
T8742559
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | George's Secret Key to the Universe |
E207537
|
entity |
| Predicate | publisher |
P29
|
FINISHED |
| Object |
Random House Children's Books
Random House Children's Books is a major publishing division of Penguin Random House that specializes in producing a wide range of books for children and young adults.
|
E551763
|
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: Random House Children's Books | Statement: [George's Secret Key to the Universe, publisher, Random House Children's Books]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Random House Children's Books Context triple: [George's Secret Key to the Universe, publisher, Random House Children's Books]
-
A.
Knopf Books for Young Readers
Knopf Books for Young Readers is an imprint of Alfred A. Knopf and Random House that specializes in publishing children's and young adult literature.
-
B.
Atheneum Books for Young Readers
Atheneum Books for Young Readers is a children’s and young adult publishing imprint known for producing acclaimed picture books, middle-grade, and teen literature.
-
C.
Random House Beginner Books
Random House Beginner Books is a children’s book imprint known for publishing early reader titles, including many classic works by Dr. Seuss and other authors aimed at beginning readers.
-
D.
HMH Books for Young Readers
HMH Books for Young Readers is a children's and young adult publishing imprint known for producing a wide range of acclaimed picture books, middle-grade, and teen titles.
-
E.
Hayden Books
Hayden Books was a technical and computer science publishing imprint known for producing influential programming and computing manuals in the late 20th century.
- 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: Random House Children's Books Triple: [George's Secret Key to the Universe, publisher, Random House Children's Books]
Generated description
Random House Children's Books is a major publishing division of Penguin Random House that specializes in producing a wide range of books for children and young adults.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Random House Children's Books Target entity description: Random House Children's Books is a major publishing division of Penguin Random House that specializes in producing a wide range of books for children and young adults.
-
A.
Knopf Books for Young Readers
Knopf Books for Young Readers is an imprint of Alfred A. Knopf and Random House that specializes in publishing children's and young adult literature.
-
B.
Atheneum Books for Young Readers
Atheneum Books for Young Readers is a children’s and young adult publishing imprint known for producing acclaimed picture books, middle-grade, and teen literature.
-
C.
Random House Beginner Books
chosen
Random House Beginner Books is a children’s book imprint known for publishing early reader titles, including many classic works by Dr. Seuss and other authors aimed at beginning readers.
-
D.
HMH Books for Young Readers
HMH Books for Young Readers is a children's and young adult publishing imprint known for producing a wide range of acclaimed picture books, middle-grade, and teen titles.
-
E.
Hayden Books
Hayden Books was a technical and computer science publishing imprint known for producing influential programming and computing manuals in the late 20th century.
- F. None of above.
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_69ca835a03a081909d4d4cd01a18c9fb |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cc5d71619481909fc4d87af3d01432 |
completed | March 31, 2026, 11:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cf42f282e48190ad158063e265e0f0 |
completed | April 3, 2026, 4:32 a.m. |
| NEDg | Description generation | batch_69cf4433605c8190991f95d19726cab8 |
completed | April 3, 2026, 4:38 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cf44c20b408190b622d18f78277802 |
completed | April 3, 2026, 4:40 a.m. |
Created at: March 30, 2026, 6:38 p.m.