Triple
T3473298
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Google Ads |
E73311
|
entity |
| Predicate | hasFeature |
P182
|
FINISHED |
| Object |
keyword planner
Keyword Planner is a Google Ads tool that helps advertisers research and select relevant keywords by providing search volume estimates, competition levels, and bid forecasts for their campaigns.
|
E361442
|
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: keyword planner | Statement: [Google Ads, hasFeature, keyword planner]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: keyword planner Context triple: [Google Ads, hasFeature, keyword planner]
-
A.
Google Ads
Google Ads is Google's online advertising platform that enables businesses to create and display targeted ads across Google Search, YouTube, and a vast network of partner websites and apps.
-
B.
Google Marketing Platform
Google Marketing Platform is Google's integrated suite of advertising and analytics tools that helps businesses plan, buy, measure, and optimize digital marketing campaigns across channels.
-
C.
Campaign Manager 360
Campaign Manager 360 is Google’s enterprise-level ad management and ad-serving platform used to plan, traffic, serve, and measure digital advertising campaigns across channels.
-
D.
Search Console
Search Console is a free Google service that helps website owners monitor, maintain, and troubleshoot their site's presence in Google Search results.
-
E.
BI Engine
BI Engine is an in-memory analysis service for Google BigQuery that accelerates and optimizes interactive business intelligence and dashboard queries.
- 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: keyword planner Triple: [Google Ads, hasFeature, keyword planner]
Generated description
Keyword Planner is a Google Ads tool that helps advertisers research and select relevant keywords by providing search volume estimates, competition levels, and bid forecasts for their campaigns.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: keyword planner Target entity description: Keyword Planner is a Google Ads tool that helps advertisers research and select relevant keywords by providing search volume estimates, competition levels, and bid forecasts for their campaigns.
-
A.
Google Ads
Google Ads is Google's online advertising platform that enables businesses to create and display targeted ads across Google Search, YouTube, and a vast network of partner websites and apps.
-
B.
Google Marketing Platform
Google Marketing Platform is Google's integrated suite of advertising and analytics tools that helps businesses plan, buy, measure, and optimize digital marketing campaigns across channels.
-
C.
Campaign Manager 360
Campaign Manager 360 is Google’s enterprise-level ad management and ad-serving platform used to plan, traffic, serve, and measure digital advertising campaigns across channels.
-
D.
Search Console
Search Console is a free Google service that helps website owners monitor, maintain, and troubleshoot their site's presence in Google Search results.
-
E.
BI Engine
BI Engine is an in-memory analysis service for Google BigQuery that accelerates and optimizes interactive business intelligence and dashboard queries.
- 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_69ad85b2fed48190948c8765e453d270 |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adbb3e03e081908aa09291bbf351bd |
completed | March 8, 2026, 6:09 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b36810958c81908982e0ef996dc480 |
completed | March 13, 2026, 1:27 a.m. |
| NEDg | Description generation | batch_69b368b4e504819094ca0adbdbe7bfd9 |
completed | March 13, 2026, 1:30 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b3693a8d6481909dadce4ac6109ff3 |
completed | March 13, 2026, 1:32 a.m. |
Created at: March 8, 2026, 3:17 p.m.