Triple

T4277600
Position Surface form Disambiguated ID Type / Status
Subject TensorFlow Hub E97078 entity
Predicate maintainer P2962 FINISHED
Object TensorFlow team
The TensorFlow team is the group of engineers and researchers at Google responsible for developing and maintaining the TensorFlow machine learning framework and its related tools and libraries.
E17662 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: TensorFlow team | Statement: [TensorFlow Hub, maintainer, TensorFlow team]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: TensorFlow team
Context triple: [TensorFlow Hub, maintainer, TensorFlow team]
  • A. TensorFlow
    TensorFlow is an open-source, end-to-end machine learning and deep learning framework widely used for building, training, and deploying neural network models at scale.
  • B. Google Brain
    Google Brain is a deep learning research team at Google that pioneered many advances in neural networks and artificial intelligence.
  • C. ChatGPT Team
    ChatGPT Team is a subscription plan designed for collaborative use, allowing multiple users within an organization or group to share access to advanced ChatGPT features and management tools.
  • D. Google Silicon team
    The Google Silicon team is an internal hardware engineering group at Google responsible for developing the company’s custom chips and processors, including the Google Tensor SoC used in Pixel devices.
  • E. 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.
  • 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: TensorFlow team
Triple: [TensorFlow Hub, maintainer, TensorFlow team]
Generated description
The TensorFlow team is the group of engineers and researchers at Google responsible for developing and maintaining the TensorFlow machine learning framework and its related tools and libraries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: TensorFlow team
Target entity description: The TensorFlow team is the group of engineers and researchers at Google responsible for developing and maintaining the TensorFlow machine learning framework and its related tools and libraries.
  • A. TensorFlow chosen
    TensorFlow is an open-source, end-to-end machine learning and deep learning framework widely used for building, training, and deploying neural network models at scale.
  • B. Google Brain
    Google Brain is a deep learning research team at Google that pioneered many advances in neural networks and artificial intelligence.
  • C. ChatGPT Team
    ChatGPT Team is a subscription plan designed for collaborative use, allowing multiple users within an organization or group to share access to advanced ChatGPT features and management tools.
  • D. Google Silicon team
    The Google Silicon team is an internal hardware engineering group at Google responsible for developing the company’s custom chips and processors, including the Google Tensor SoC used in Pixel devices.
  • E. 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.
  • 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_69b34544be3c819084d1ab82d29f90c5 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b3501ef1388190b0c968b069014a59 completed March 12, 2026, 11:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5c7237b608190ab5aca56027344c4 completed March 14, 2026, 8:37 p.m.
NEDg Description generation batch_69b5c7bd187c8190b79894c864ea5b19 completed March 14, 2026, 8:40 p.m.
NED2 Entity disambiguation (via description) batch_69b5c88035dc8190beacf43974a29c78 completed March 14, 2026, 8:43 p.m.
Created at: March 12, 2026, 11:07 p.m.