Triple
T16854483
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Amazon Ads |
E409750
|
entity |
| Predicate | offersProduct |
P10882
|
FINISHED |
| Object |
Amazon Marketing Cloud
Amazon Marketing Cloud is a secure, privacy-safe analytics environment from Amazon that enables advertisers to perform advanced, cross-channel measurement and attribution using aggregated Amazon Ads and first-party data.
|
E1236297
|
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 Marketing Cloud | Statement: [Amazon Ads, offersProduct, Amazon Marketing Cloud]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Amazon Marketing Cloud Context triple: [Amazon Ads, offersProduct, Amazon Marketing Cloud]
-
A.
Amazon Pinpoint
Amazon Pinpoint is an AWS service for targeted customer engagement, enabling businesses to send and analyze personalized email, SMS, push notifications, and in-app messages at scale.
-
B.
Amazon Ads
Amazon Ads is Amazon’s advertising platform that enables brands and sellers to reach shoppers across Amazon’s online properties and partner sites through a range of ad formats and targeting tools.
-
C.
Adobe Marketing Cloud
Adobe Marketing Cloud is a suite of integrated digital marketing tools and analytics services from Adobe that helps businesses manage, measure, and optimize their online marketing efforts.
-
D.
Marketing Cloud
Marketing Cloud is Salesforce’s digital marketing platform that enables businesses to plan, personalize, and automate customer engagement across email, mobile, social, and other channels.
-
E.
Marketo
Marketo is a leading marketing automation software platform that helps businesses manage and optimize digital marketing campaigns and customer engagement.
- 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 Marketing Cloud Triple: [Amazon Ads, offersProduct, Amazon Marketing Cloud]
Generated description
Amazon Marketing Cloud is a secure, privacy-safe analytics environment from Amazon that enables advertisers to perform advanced, cross-channel measurement and attribution using aggregated Amazon Ads and first-party data.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Amazon Marketing Cloud Target entity description: Amazon Marketing Cloud is a secure, privacy-safe analytics environment from Amazon that enables advertisers to perform advanced, cross-channel measurement and attribution using aggregated Amazon Ads and first-party data.
-
A.
Amazon Pinpoint
Amazon Pinpoint is an AWS service for targeted customer engagement, enabling businesses to send and analyze personalized email, SMS, push notifications, and in-app messages at scale.
-
B.
Amazon Ads
Amazon Ads is Amazon’s advertising platform that enables brands and sellers to reach shoppers across Amazon’s online properties and partner sites through a range of ad formats and targeting tools.
-
C.
Adobe Marketing Cloud
Adobe Marketing Cloud is a suite of integrated digital marketing tools and analytics services from Adobe that helps businesses manage, measure, and optimize their online marketing efforts.
-
D.
Marketing Cloud
Marketing Cloud is Salesforce’s digital marketing platform that enables businesses to plan, personalize, and automate customer engagement across email, mobile, social, and other channels.
-
E.
Marketo
Marketo is a leading marketing automation software platform that helps businesses manage and optimize digital marketing campaigns and customer engagement.
- 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_69d88395e6c88190b22730f335107c14 |
completed | April 10, 2026, 4:59 a.m. |
| NER | Named-entity recognition | batch_69e3b37c6e808190975b14b228253029 |
completed | April 18, 2026, 4:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00bb216fac81909d401c6b9911d1e0 |
completed | May 10, 2026, 5:06 p.m. |
| NEDg | Description generation | batch_6a00bb9b2b1881908f9f5c3dd1a2d500 |
completed | May 10, 2026, 5:08 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00bc3a4b888190bd190b9330e2777d |
completed | May 10, 2026, 5:11 p.m. |
Created at: April 10, 2026, 5:24 a.m.