Triple
T12275961
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | CEPD |
E292588
|
entity |
| Predicate | publisherImprint |
P2763
|
FINISHED |
| Object |
Cambridge University Press ELT
Cambridge University Press ELT is an educational imprint of Cambridge University Press specializing in English language teaching materials and resources.
|
E976149
|
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: Cambridge University Press ELT | Statement: [CEPD, publisherImprint, Cambridge University Press ELT]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cambridge University Press ELT Context triple: [CEPD, publisherImprint, Cambridge University Press ELT]
-
A.
Orient Longman
Orient Longman is an established Indian publishing house known for producing academic, educational, and literary works across a range of disciplines.
-
B.
Longman
Longman is a historic British publishing company best known for its educational and academic books and dictionaries.
-
C.
Heinle ELT
Heinle ELT is an English language teaching imprint of Cengage Learning known for producing textbooks and digital resources for learners and teachers of English worldwide.
-
D.
Cambridge Assessment English
Cambridge Assessment English is a department of the University of Cambridge that designs and administers internationally recognized English language proficiency exams and qualifications.
-
E.
The Oxford Press
The Oxford Press is a local newspaper serving the community of Oxford, Ohio, providing news, events coverage, and information relevant to area residents.
- 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: Cambridge University Press ELT Triple: [CEPD, publisherImprint, Cambridge University Press ELT]
Generated description
Cambridge University Press ELT is an educational imprint of Cambridge University Press specializing in English language teaching materials and resources.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cambridge University Press ELT Target entity description: Cambridge University Press ELT is an educational imprint of Cambridge University Press specializing in English language teaching materials and resources.
-
A.
Orient Longman
Orient Longman is an established Indian publishing house known for producing academic, educational, and literary works across a range of disciplines.
-
B.
Longman
Longman is a historic British publishing company best known for its educational and academic books and dictionaries.
-
C.
Heinle ELT
Heinle ELT is an English language teaching imprint of Cengage Learning known for producing textbooks and digital resources for learners and teachers of English worldwide.
-
D.
Cambridge Assessment English
Cambridge Assessment English is a department of the University of Cambridge that designs and administers internationally recognized English language proficiency exams and qualifications.
-
E.
The Oxford Press
The Oxford Press is a local newspaper serving the community of Oxford, Ohio, providing news, events coverage, and information relevant to area residents.
- 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_69d6ab6856488190b5d31178d5015f8e |
completed | April 8, 2026, 7:24 p.m. |
| NER | Named-entity recognition | batch_69d91cf06cf08190ac8671dd9bbed03d |
completed | April 10, 2026, 3:53 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f61e6d72d081908c8697257df712f1 |
completed | May 2, 2026, 3:55 p.m. |
| NEDg | Description generation | batch_69f620759f348190baa9af5b33d4e37f |
completed | May 2, 2026, 4:04 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f624bf23948190b182e4c31564d210 |
completed | May 2, 2026, 4:22 p.m. |
Created at: April 8, 2026, 9:52 p.m.