Triple

T18134351
Position Surface form Disambiguated ID Type / Status
Subject Snowpark for Scala E434097 entity
Predicate developedBy P73 FINISHED
Object Snowflake Inc.
Snowflake Inc. is a cloud-based data warehousing and analytics company known for its scalable data platform and support for multi-language data engineering and data science workloads.
E96642 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 Inc. | Statement: [Snowpark for Scala, developedBy, Snowflake Inc.]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Snowflake Inc.
Context triple: [Snowpark for Scala, developedBy, Snowflake Inc.]
  • A. 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.
  • B. Palantir Technologies
    Palantir Technologies is an American software company specializing in big data analytics platforms used by governments and large enterprises for intelligence, security, and operational decision-making.
  • C. Snowflake Marketplace
    Snowflake Marketplace is a cloud-based data and application exchange platform where organizations can discover, access, and share data products and Snowflake Native Apps securely at scale.
  • D. John Snow, Inc.
    John Snow, Inc. is a public health research and consulting organization that designs and implements programs to improve health systems and outcomes worldwide.
  • E. Streamlit Inc.
    Streamlit Inc. is a software company that creates tools for building and deploying data-driven web applications in Python, best known for its open-source Streamlit framework and associated cloud hosting services.
  • 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 Inc.
Triple: [Snowpark for Scala, developedBy, Snowflake Inc.]
Generated description
Snowflake Inc. is a cloud-based data warehousing and analytics company known for its scalable data platform and support for multi-language data engineering and data science workloads.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Snowflake Inc.
Target entity description: Snowflake Inc. is a cloud-based data warehousing and analytics company known for its scalable data platform and support for multi-language data engineering and data science workloads.
  • A. Snowflake Data Cloud chosen
    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.
  • B. Palantir Technologies
    Palantir Technologies is an American software company specializing in big data analytics platforms used by governments and large enterprises for intelligence, security, and operational decision-making.
  • C. Snowflake Marketplace
    Snowflake Marketplace is a cloud-based data and application exchange platform where organizations can discover, access, and share data products and Snowflake Native Apps securely at scale.
  • D. John Snow, Inc.
    John Snow, Inc. is a public health research and consulting organization that designs and implements programs to improve health systems and outcomes worldwide.
  • E. Streamlit Inc.
    Streamlit Inc. is a software company that creates tools for building and deploying data-driven web applications in Python, best known for its open-source Streamlit framework and associated cloud hosting services.
  • 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_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.