Triple
T22212462
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | African Writers Series |
E548986
|
entity |
| Predicate | publisher |
P29
|
FINISHED |
| Object | Heinemann Educational Books |
—
|
NE NERFINISHED |
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: Heinemann Educational Books | Statement: [African Writers Series, publisher, Heinemann Educational Books]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Heinemann Educational Books Context triple: [African Writers Series, publisher, Heinemann Educational Books]
-
A.
Heinemann publishing group
chosen
Heinemann publishing group is a British publishing company known for its literary fiction, educational materials, and classic literature imprints.
-
B.
Collins Educational
Collins Educational is an imprint of the British publishing house William Collins, Sons, specializing in educational books and learning materials.
-
C.
Hodder & Stoughton
Hodder & Stoughton is a major British publishing house known for producing a wide range of fiction, non-fiction, and religious titles.
-
D.
Holt, Rinehart and Winston
Holt, Rinehart and Winston is an American publishing company known for producing a wide range of educational textbooks and notable works of literature.
-
E.
Penguin Books
Penguin Books is a major British publishing house known for its influential paperback editions and wide range of literary and non-fiction titles.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e11e3f7e04819089806d81d5ac431e |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f12b2c8b608190b0047af4ac91b023 |
completed | April 28, 2026, 9:48 p.m. |
Created at: April 16, 2026, 8:36 p.m.