Triple

T3473302
Position Surface form Disambiguated ID Type / Status
Subject Google Ads E73311 entity
Predicate replacedAPI P29646 FINISHED
Object AdWords API
The AdWords API was Google’s legacy programmatic interface that allowed developers to manage and optimize Google Ads campaigns at scale before being superseded by the newer Google Ads API.
 E363402 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: AdWords API | Statement: [Google Ads, replacedAPI, AdWords API]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: AdWords API
Context triple: [Google Ads, replacedAPI, AdWords 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 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.
  • D. 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.
  • E. 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.
  • 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: AdWords API
Triple: [Google Ads, replacedAPI, AdWords API]
Generated description
The AdWords API was Google’s legacy programmatic interface that allowed developers to manage and optimize Google Ads campaigns at scale before being superseded by the newer Google Ads API.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: AdWords API
Target entity description: The AdWords API was Google’s legacy programmatic interface that allowed developers to manage and optimize Google Ads campaigns at scale before being superseded by the newer 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 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.
  • D. 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.
  • E. 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.
  • 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_69b373b2058081908558bdea4043b051 completed March 13, 2026, 2:17 a.m.
NEDg Description generation batch_69b374354c0c8190ba46845904b76340 completed March 13, 2026, 2:19 a.m.
NED2 Entity disambiguation (via description) batch_69b374ad3bcc8190ac7d6e614eb696fa completed March 13, 2026, 2:21 a.m.
Created at: March 8, 2026, 3:17 p.m.