Triple
T5817809
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nature Publishing Group |
E129029
|
entity |
| Predicate | predecessor |
P97
|
FINISHED |
| Object | Macmillan Science and Education |
E48100
|
NE FINISHED |
How this triple was built (2 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: Macmillan Science and Education | Statement: [Nature Publishing Group, predecessor, Macmillan Science and Education]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Macmillan Science and Education Context triple: [Nature Publishing Group, predecessor, Macmillan Science and Education]
-
A.
Macmillan Learning
Macmillan Learning is an educational publishing and technology company that develops textbooks, digital learning tools, and course solutions for higher education and K–12 markets.
-
B.
Macmillan Publishers
chosen
Macmillan Publishers is a major global publishing company known for its wide range of academic, educational, and trade books and imprints.
-
C.
Dorling Kindersley
Dorling Kindersley is a British publishing company best known for its highly visual, illustrated reference books and educational titles for children and adults.
-
D.
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.
-
E.
Harcourt
Harcourt is an English surname historically associated with a prominent aristocratic family involved in British politics and public life.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69c0084869e881908d7859492183ca7b |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c033e36cbc81908f1ef1a1a310674c |
completed | March 22, 2026, 6:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c0985399488190bcab9702e3b88539 |
completed | March 23, 2026, 1:33 a.m. |
Created at: March 22, 2026, 3:53 p.m.