Triple

T4389218
Position Surface form Disambiguated ID Type / Status
Subject Hugging Face Transformers E99320 entity
Predicate supportsModelType P19966 FINISHED
Object AutoConfig
AutoConfig is a Hugging Face Transformers utility class that automatically creates and manages model configuration objects based on a given model name or path.
 E435887 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: AutoConfig | Statement: [Hugging Face Transformers, supportsModelType, AutoConfig]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: AutoConfig
Context triple: [Hugging Face Transformers, supportsModelType, AutoConfig]
  • A. Application Configuration Access Protocol
    Application Configuration Access Protocol is an Internet protocol designed to store, retrieve, and manage user and application configuration data on a remote server.
  • B. ASM Configuration Assistant
    ASM Configuration Assistant is an Oracle Database utility that provides a graphical interface to create and manage Automatic Storage Management (ASM) instances and disk groups.
  • C. vAuto
    vAuto is an automotive software company that provides inventory management and pricing tools to car dealerships to optimize used and new vehicle retailing.
  • D. Configuration Manager
    Configuration Manager is Microsoft's on-premises systems management solution used to deploy software, updates, and operating systems and to manage and secure large fleets of Windows devices in enterprise environments.
  • E. Main Injector
    The Main Injector is a high-energy particle accelerator at Fermilab used to accelerate and deliver proton and antiproton beams for particle physics experiments.
  • 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: AutoConfig
Triple: [Hugging Face Transformers, supportsModelType, AutoConfig]
Generated description
AutoConfig is a Hugging Face Transformers utility class that automatically creates and manages model configuration objects based on a given model name or path.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: AutoConfig
Target entity description: AutoConfig is a Hugging Face Transformers utility class that automatically creates and manages model configuration objects based on a given model name or path.
  • A. Application Configuration Access Protocol
    Application Configuration Access Protocol is an Internet protocol designed to store, retrieve, and manage user and application configuration data on a remote server.
  • B. ASM Configuration Assistant
    ASM Configuration Assistant is an Oracle Database utility that provides a graphical interface to create and manage Automatic Storage Management (ASM) instances and disk groups.
  • C. vAuto
    vAuto is an automotive software company that provides inventory management and pricing tools to car dealerships to optimize used and new vehicle retailing.
  • D. Configuration Manager
    Configuration Manager is Microsoft's on-premises systems management solution used to deploy software, updates, and operating systems and to manage and secure large fleets of Windows devices in enterprise environments.
  • E. Main Injector
    The Main Injector is a high-energy particle accelerator at Fermilab used to accelerate and deliver proton and antiproton beams for particle physics experiments.
  • 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_69b3454f739481909ff6c28331f0c0b9 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b35281900c8190882e9ccfa44ab86f completed March 12, 2026, 11:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5e52d63c08190bc98c090cfe0ff1c completed March 14, 2026, 10:46 p.m.
NEDg Description generation batch_69b5e5b3ba208190b6cb5e40f9e744e8 completed March 14, 2026, 10:48 p.m.
NED2 Entity disambiguation (via description) batch_69b5e62af694819086b3eddb71f591d2 completed March 14, 2026, 10:50 p.m.
Created at: March 12, 2026, 11:19 p.m.