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.