Triple

T3473301
Position Surface form Disambiguated ID Type / Status
Subject Google Ads E73311 entity
Predicate hasAPI P182 FINISHED
Object Google Ads API
Google Ads API is a developer interface that allows applications to programmatically manage and optimize Google Ads campaigns, ads, keywords, and related account data at scale.
 E73311 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: Google Ads API | Statement: [Google Ads, hasAPI, Google Ads API]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Google Ads API
Context triple: [Google Ads, hasAPI, Google Ads API]
  • 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 Ad Manager
    Google Ad Manager is Google's unified advertising platform that helps publishers manage, serve, and optimize digital ads across web, app, and video inventory.
  • C. 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.
  • D. Google Ad Exchange
    Google Ad Exchange is a real-time digital advertising marketplace operated by Google that enables publishers and advertisers to buy and sell display, video, and mobile ad inventory programmatically at scale.
  • E. Magnite
    Magnite is a leading independent sell-side advertising platform that helps publishers manage and monetize digital ad inventory across channels like CTV, video, and display.
  • 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: Google Ads API
Triple: [Google Ads, hasAPI, Google Ads API]
Generated description
Google Ads API is a developer interface that allows applications to programmatically manage and optimize Google Ads campaigns, ads, keywords, and related account data at scale.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Google Ads API
Target entity description: Google Ads API is a developer interface that allows applications to programmatically manage and optimize Google Ads campaigns, ads, keywords, and related account data at scale.
  • A. Google Ads chosen
    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 Ad Manager
    Google Ad Manager is Google's unified advertising platform that helps publishers manage, serve, and optimize digital ads across web, app, and video inventory.
  • C. 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.
  • D. Google Ad Exchange
    Google Ad Exchange is a real-time digital advertising marketplace operated by Google that enables publishers and advertisers to buy and sell display, video, and mobile ad inventory programmatically at scale.
  • E. Magnite
    Magnite is a leading independent sell-side advertising platform that helps publishers manage and monetize digital ad inventory across channels like CTV, video, and display.
  • F. None of above.

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.