Triple
T1006479
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | William Collins, Sons |
E21723
|
entity |
| Predicate | hasImprint |
P2763
|
FINISHED |
| Object |
Collins Educational
Collins Educational is an imprint of the British publishing house William Collins, Sons, specializing in educational books and learning materials.
|
E118101
|
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: Collins Educational | Statement: [William Collins, Sons, hasImprint, Collins Educational]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Collins Educational Context triple: [William Collins, Sons, hasImprint, Collins Educational]
-
A.
Collins
Collins is a common English-language surname borne by numerous notable individuals across fields such as politics, sports, literature, and entertainment.
-
B.
Cassell
Cassell is a British publishing company known for producing a wide range of books, including notable historical works and reference titles.
-
C.
Pearson
Pearson is a major British multinational publishing and education company known for its textbooks, assessments, and digital learning solutions worldwide.
-
D.
Diccionario del estudiante
Diccionario del estudiante is a Spanish-language dictionary created by the Royal Spanish Academy specifically tailored to the needs and usage of students.
-
E.
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.
- 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: Collins Educational Triple: [William Collins, Sons, hasImprint, Collins Educational]
Generated description
Collins Educational is an imprint of the British publishing house William Collins, Sons, specializing in educational books and learning materials.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Collins Educational Target entity description: Collins Educational is an imprint of the British publishing house William Collins, Sons, specializing in educational books and learning materials.
-
A.
Collins
Collins is a common English-language surname borne by numerous notable individuals across fields such as politics, sports, literature, and entertainment.
-
B.
Cassell
Cassell is a British publishing company known for producing a wide range of books, including notable historical works and reference titles.
-
C.
Pearson
Pearson is a major British multinational publishing and education company known for its textbooks, assessments, and digital learning solutions worldwide.
-
D.
Diccionario del estudiante
Diccionario del estudiante is a Spanish-language dictionary created by the Royal Spanish Academy specifically tailored to the needs and usage of students.
-
E.
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.
- 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_69a493c53e648190ae8cb76c433fd9a7 |
completed | March 1, 2026, 7:30 p.m. |
| NER | Named-entity recognition | batch_69a4b51434f081909b301ad1c151af03 |
completed | March 1, 2026, 9:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac2a21034081908ce6eb7d9827aba2 |
completed | March 7, 2026, 1:37 p.m. |
| NEDg | Description generation | batch_69ac2a6dedb88190b2943c056d99e02f |
completed | March 7, 2026, 1:38 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac2ae2a5748190ba518f29d7564822 |
completed | March 7, 2026, 1:40 p.m. |
Created at: March 1, 2026, 7:41 p.m.