Triple

T18134391
Position Surface form Disambiguated ID Type / Status
Subject Snowpark for Scala E434097 entity
Predicate relatedTo P37 FINISHED
Object Snowflake SQL API
Snowflake SQL API is a programmatic interface that lets developers execute and manage SQL operations directly against the Snowflake data platform from external applications and tools.
E1308867 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: Snowflake SQL API | Statement: [Snowpark for Scala, relatedTo, Snowflake SQL API]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Snowflake SQL API
Context triple: [Snowpark for Scala, relatedTo, Snowflake SQL API]
  • A. Snowflake virtual warehouses
    Snowflake virtual warehouses are scalable compute clusters in the Snowflake cloud data platform that execute queries and data processing workloads independently of storage.
  • B. Snowflake Data Cloud
    Snowflake Data Cloud is a cloud-native data platform that enables organizations to store, integrate, and analyze data at scale across multiple clouds with a unified, fully managed service.
  • C. Snowflake Native Apps
    Snowflake Native Apps are applications built and deployed directly within the Snowflake Data Cloud, allowing developers to create, distribute, and monetize data-intensive solutions that run securely where the data lives.
  • D. Snowflake account
    A Snowflake account is an isolated, cloud-based data environment within the Snowflake platform where organizations manage their data, compute resources, security, and applications.
  • E. Snowflake streams
    Snowflake streams are a change data capture feature in Snowflake that track and expose table data changes (inserts, updates, deletes) for incremental processing and near-real-time analytics.
  • 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: Snowflake SQL API
Triple: [Snowpark for Scala, relatedTo, Snowflake SQL API]
Generated description
Snowflake SQL API is a programmatic interface that lets developers execute and manage SQL operations directly against the Snowflake data platform from external applications and tools.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Snowflake SQL API
Target entity description: Snowflake SQL API is a programmatic interface that lets developers execute and manage SQL operations directly against the Snowflake data platform from external applications and tools.
  • A. Snowflake virtual warehouses
    Snowflake virtual warehouses are scalable compute clusters in the Snowflake cloud data platform that execute queries and data processing workloads independently of storage.
  • B. Snowflake Data Cloud
    Snowflake Data Cloud is a cloud-native data platform that enables organizations to store, integrate, and analyze data at scale across multiple clouds with a unified, fully managed service.
  • C. Snowflake Native Apps
    Snowflake Native Apps are applications built and deployed directly within the Snowflake Data Cloud, allowing developers to create, distribute, and monetize data-intensive solutions that run securely where the data lives.
  • D. Snowflake account
    A Snowflake account is an isolated, cloud-based data environment within the Snowflake platform where organizations manage their data, compute resources, security, and applications.
  • E. Snowflake streams
    Snowflake streams are a change data capture feature in Snowflake that track and expose table data changes (inserts, updates, deletes) for incremental processing and near-real-time analytics.
  • 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_69d8b909e8cc81908df4cc2b8ea6d11f completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4de055c608190a090c2737904e5f9 completed April 19, 2026, 1:52 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0385489c3c8190b7e20d6c8c75ea16 completed May 12, 2026, 7:53 p.m.
NEDg Description generation batch_6a038acaf8f48190b88562c0a1df9109 completed May 12, 2026, 8:17 p.m.
NED2 Entity disambiguation (via description) batch_6a038b4132bc8190992cae1400894fef completed May 12, 2026, 8:19 p.m.
Created at: April 10, 2026, 10:29 a.m.