Triple

T20106609
Position Surface form Disambiguated ID Type / Status
Subject Gemini 2.0 Flash E490193 entity
Predicate belongsTo P35 FINISHED
Object Google AI ecosystem
The Google AI ecosystem is a comprehensive suite of artificial intelligence models, tools, and services that power Google’s products and enable developers to build and deploy advanced AI applications at scale.
 E1278160 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 AI ecosystem | Statement: [Gemini 2.0 Flash, belongsTo, Google AI ecosystem]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Google AI ecosystem
Context triple: [Gemini 2.0 Flash, belongsTo, Google AI ecosystem]
  • A. Google AI Studio
    Google AI Studio is a web-based development environment from Google that lets developers build, test, and integrate applications using Gemini and other Google AI models.
  • B. Google AI features
    Google AI features are a suite of artificial intelligence capabilities integrated across Google’s hardware, software, and cloud services to enhance productivity, creativity, and personalized user experiences.
  • C. Google AI model family
    The Google AI model family is a collection of large-scale artificial intelligence models developed by Google to power advanced capabilities in language understanding, reasoning, and multimodal tasks across its products and services.
  • D. Google Tensor
    Google Tensor is Google's custom-designed system-on-a-chip (SoC) platform created to power Pixel devices with advanced AI and machine learning capabilities.
  • E. Google Brain
    Google Brain is a deep learning research team at Google that pioneered many advances in neural networks and artificial intelligence.
  • 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 AI ecosystem
Triple: [Gemini 2.0 Flash, belongsTo, Google AI ecosystem]
Generated description
The Google AI ecosystem is a comprehensive suite of artificial intelligence models, tools, and services that power Google’s products and enable developers to build and deploy advanced AI applications at scale.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Google AI ecosystem
Target entity description: The Google AI ecosystem is a comprehensive suite of artificial intelligence models, tools, and services that power Google’s products and enable developers to build and deploy advanced AI applications at scale.
  • A. Google AI Studio
    Google AI Studio is a web-based development environment from Google that lets developers build, test, and integrate applications using Gemini and other Google AI models.
  • B. Google AI features chosen
    Google AI features are a suite of artificial intelligence capabilities integrated across Google’s hardware, software, and cloud services to enhance productivity, creativity, and personalized user experiences.
  • C. Google AI model family
    The Google AI model family is a collection of large-scale artificial intelligence models developed by Google to power advanced capabilities in language understanding, reasoning, and multimodal tasks across its products and services.
  • D. Google Tensor
    Google Tensor is Google's custom-designed system-on-a-chip (SoC) platform created to power Pixel devices with advanced AI and machine learning capabilities.
  • E. Google Brain
    Google Brain is a deep learning research team at Google that pioneered many advances in neural networks and artificial intelligence.
  • 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_69da62636cc08190982cc71733a17b8d completed April 11, 2026, 3:01 p.m.
NER Named-entity recognition batch_69e666dcb8d4819091889e19dd9137a6 completed April 20, 2026, 5:48 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08346180dc8190b75740c56016ec12 completed May 16, 2026, 9:09 a.m.
NEDg Description generation batch_6a0838867cb081908580ab9594653018 completed May 16, 2026, 9:27 a.m.
NED2 Entity disambiguation (via description) batch_6a083965207c8190babe799e5d45f913 completed May 16, 2026, 9:31 a.m.
Created at: April 11, 2026, 11:28 p.m.