Triple
T712939
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Google Ad Manager |
E14247
|
entity |
| Predicate | competesWith |
P1375
|
FINISHED |
| Object |
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.
|
E84606
|
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 Publisher Services | Statement: [Google Ad Manager, competesWith, Amazon Publisher Services]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Amazon Publisher Services Context triple: [Google Ad Manager, competesWith, Amazon Publisher Services]
-
A.
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.
-
B.
DART for Publishers
DART for Publishers was an online ad-serving and management platform used by publishers to schedule, deliver, and track digital advertising across their websites.
-
C.
Barnes & Noble
Barnes & Noble is a major American bookselling chain known for its large retail bookstores that offer a wide selection of books, magazines, and related media, often alongside in-store cafés.
-
D.
Scribe Publications
Scribe Publications is an independent Australian publishing house known for releasing a wide range of literary fiction and narrative non-fiction, including international bestsellers.
-
E.
Amazon
Amazon is a multinational technology and e-commerce company best known for its vast online marketplace, cloud computing services through AWS, and significant influence on global retail and logistics.
- 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 Publisher Services Triple: [Google Ad Manager, competesWith, Amazon Publisher Services]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Amazon Publisher Services Target entity description: 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.
-
A.
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.
-
B.
DART for Publishers
DART for Publishers was an online ad-serving and management platform used by publishers to schedule, deliver, and track digital advertising across their websites.
-
C.
Barnes & Noble
Barnes & Noble is a major American bookselling chain known for its large retail bookstores that offer a wide selection of books, magazines, and related media, often alongside in-store cafés.
-
D.
Scribe Publications
Scribe Publications is an independent Australian publishing house known for releasing a wide range of literary fiction and narrative non-fiction, including international bestsellers.
-
E.
Amazon
Amazon is a multinational technology and e-commerce company best known for its vast online marketplace, cloud computing services through AWS, and significant influence on global retail and logistics.
- 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_69a4934a36e081909e7abef98b898a4e |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a4a55ee4fc81909358659ec3bc435f |
completed | March 1, 2026, 8:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a5dcb5578c8190b5380f1994fdb4d2 |
completed | March 2, 2026, 6:53 p.m. |
| NEDg | Description generation | batch_69a601200cb08190927e83db83b3affe |
completed | March 2, 2026, 9:29 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a601b8ee908190b7e617efe34f3d7a |
completed | March 2, 2026, 9:31 p.m. |
Created at: March 1, 2026, 7:36 p.m.