Triple
T1071064
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Houghton Mifflin |
E23328
|
entity |
| Predicate | hasImprint |
P2763
|
FINISHED |
| Object |
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.
|
E128127
|
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: HMH Books for Young Readers | Statement: [Houghton Mifflin, hasImprint, HMH Books for Young Readers]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: HMH Books for Young Readers Context triple: [Houghton Mifflin, hasImprint, HMH Books for Young Readers]
-
A.
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.
-
B.
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.
-
C.
Scholastic Corporation
Scholastic Corporation is a major American publishing and media company best known for producing and distributing children's books and educational materials, including the U.S. editions of the Harry Potter series.
-
D.
Margaret K. McElderry Books
Margaret K. McElderry Books is a renowned American children's and young adult book publisher known for its high-quality, award-winning literature.
-
E.
Penguin Random House
Penguin Random House is a major global trade book publisher known for its extensive catalog of fiction and nonfiction titles across numerous imprints.
- 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: HMH Books for Young Readers Triple: [Houghton Mifflin, hasImprint, HMH Books for Young Readers]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: HMH Books for Young Readers Target entity description: 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.
-
A.
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.
-
B.
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.
-
C.
Scholastic Corporation
Scholastic Corporation is a major American publishing and media company best known for producing and distributing children's books and educational materials, including the U.S. editions of the Harry Potter series.
-
D.
Margaret K. McElderry Books
Margaret K. McElderry Books is a renowned American children's and young adult book publisher known for its high-quality, award-winning literature.
-
E.
Penguin Random House
Penguin Random House is a major global trade book publisher known for its extensive catalog of fiction and nonfiction titles across numerous imprints.
- 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_69a493ee1f908190992b5f0d1b04459b |
completed | March 1, 2026, 7:30 p.m. |
| NER | Named-entity recognition | batch_69a4b92848148190ba8795cb8d0a1d0a |
completed | March 1, 2026, 10:09 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac538856b481908d6a25ee05fb4885 |
completed | March 7, 2026, 4:34 p.m. |
| NEDg | Description generation | batch_69ac544fc41881908daff6b313622619 |
completed | March 7, 2026, 4:37 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac5526679081909c9f7458bd316ff6 |
completed | March 7, 2026, 4:41 p.m. |
Created at: March 1, 2026, 7:42 p.m.