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.