Triple
T15778704
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Rodrigo Corral |
E382553
|
entity |
| Predicate | hasClient |
P734
|
FINISHED |
| Object |
Amazon Publishing
Amazon Publishing is the book publishing arm of Amazon, releasing a wide range of fiction and nonfiction titles across multiple imprints and formats.
|
E1177462
|
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: Amazon Publishing | Statement: [Rodrigo Corral, hasClient, Amazon Publishing]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Amazon Publishing Context triple: [Rodrigo Corral, hasClient, Amazon Publishing]
-
A.
Amazon Publisher Services
Amazon Publisher Services is a suite of cloud-based advertising tools from Amazon that helps publishers manage, optimize, and monetize their digital ad inventory across web and app properties.
-
B.
Kindle Direct Publishing
Kindle Direct Publishing is Amazon’s self-publishing platform that allows authors and publishers to independently publish and sell digital and print books directly to readers worldwide.
-
C.
Nine Publishing
Nine Publishing is an Australian media company that operates newspapers, digital news platforms, and other publishing assets under the broader Nine Entertainment Co. media group.
-
D.
Barnes & Noble Press
Barnes & Noble Press is Barnes & Noble’s self-publishing platform that enables authors to create, publish, and distribute print and digital books through the retailer’s channels.
-
E.
KDP
KDP is a major Kurdish political party in Iraqi Kurdistan, historically led by the Barzani family and central to the region’s autonomy movement.
- 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: Amazon Publishing Triple: [Rodrigo Corral, hasClient, Amazon Publishing]
Generated description
Amazon Publishing is the book publishing arm of Amazon, releasing a wide range of fiction and nonfiction titles across multiple imprints and formats.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Amazon Publishing Target entity description: Amazon Publishing is the book publishing arm of Amazon, releasing a wide range of fiction and nonfiction titles across multiple imprints and formats.
-
A.
Amazon Publisher Services
Amazon Publisher Services is a suite of cloud-based advertising tools from Amazon that helps publishers manage, optimize, and monetize their digital ad inventory across web and app properties.
-
B.
Kindle Direct Publishing
Kindle Direct Publishing is Amazon’s self-publishing platform that allows authors and publishers to independently publish and sell digital and print books directly to readers worldwide.
-
C.
Nine Publishing
Nine Publishing is an Australian media company that operates newspapers, digital news platforms, and other publishing assets under the broader Nine Entertainment Co. media group.
-
D.
Barnes & Noble Press
Barnes & Noble Press is Barnes & Noble’s self-publishing platform that enables authors to create, publish, and distribute print and digital books through the retailer’s channels.
-
E.
KDP
KDP is a major Kurdish political party in Iraqi Kurdistan, historically led by the Barzani family and central to the region’s autonomy movement.
- 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_69d86da09a10819082fe9797b23e4664 |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e053fea90081908e3fe4f91475bead |
completed | April 16, 2026, 3:14 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff909d7b7c81908b62faa2ab378fad |
completed | May 9, 2026, 7:53 p.m. |
| NEDg | Description generation | batch_69ff9414408c8190903421d28519d9e6 |
completed | May 9, 2026, 8:07 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff9498642081909fd617a327b4c704 |
completed | May 9, 2026, 8:10 p.m. |
Created at: April 10, 2026, 4:48 a.m.