Triple

T9674941
Position Surface form Disambiguated ID Type / Status
Subject MXNet E234123 entity
Predicate supportsFeature P203 FINISHED
Object Gluon API
Gluon API is a high-level, imperative deep learning interface designed for building and training neural networks more easily and flexibly on the Apache MXNet framework.
E814033 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: Gluon API | Statement: [MXNet, supportsFeature, Gluon API]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gluon API
Context triple: [MXNet, supportsFeature, Gluon API]
  • A. Gluon GUI
    Gluon GUI is a graphical user interface client for Plastic SCM that provides an easy, visual way to manage version control tasks.
  • B. gluon
    A gluon is the elementary gauge boson in quantum chromodynamics that mediates the strong nuclear force between quarks and carries color charge.
  • C. Octavia API
    Octavia API is the OpenStack load-balancing service interface that provides programmatic control over creating and managing scalable, high-availability load balancers.
  • D. OpenAPI
    OpenAPI is a widely adopted, language-agnostic specification for describing and documenting RESTful APIs in a standardized, machine-readable format.
  • E. NaCl API
    The NaCl API is a cryptographic interface originally from the Networking and Cryptography Library, providing high-level, easy-to-use primitives for encryption, decryption, signatures, and key exchange.
  • 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: Gluon API
Triple: [MXNet, supportsFeature, Gluon API]
Generated description
Gluon API is a high-level, imperative deep learning interface designed for building and training neural networks more easily and flexibly on the Apache MXNet framework.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gluon API
Target entity description: Gluon API is a high-level, imperative deep learning interface designed for building and training neural networks more easily and flexibly on the Apache MXNet framework.
  • A. Gluon GUI
    Gluon GUI is a graphical user interface client for Plastic SCM that provides an easy, visual way to manage version control tasks.
  • B. gluon
    A gluon is the elementary gauge boson in quantum chromodynamics that mediates the strong nuclear force between quarks and carries color charge.
  • C. Octavia API
    Octavia API is the OpenStack load-balancing service interface that provides programmatic control over creating and managing scalable, high-availability load balancers.
  • D. OpenAPI
    OpenAPI is a widely adopted, language-agnostic specification for describing and documenting RESTful APIs in a standardized, machine-readable format.
  • E. NaCl API
    The NaCl API is a cryptographic interface originally from the Networking and Cryptography Library, providing high-level, easy-to-use primitives for encryption, decryption, signatures, and key exchange.
  • 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_69ca848f55e48190b3f67252571c3d45 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd9c6d6dd48190a77c486337a58cb6 completed April 1, 2026, 10:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69d18a2d030c8190ada52e855bc9afc8 completed April 4, 2026, 10:01 p.m.
NEDg Description generation batch_69d18bf051448190aaa3a7198c23fd39 completed April 4, 2026, 10:08 p.m.
NED2 Entity disambiguation (via description) batch_69d18c8783f08190858681b51096fe56 completed April 4, 2026, 10:11 p.m.
Created at: March 30, 2026, 8:15 p.m.