Triple

T13425247
Position Surface form Disambiguated ID Type / Status
Subject Databricks E313462 entity
Predicate foundedBy P104 FINISHED
Object Ion Stoica
Ion Stoica is a Romanian-American computer scientist and entrepreneur known for his influential work in distributed systems and as a co-founder of several major data and cloud computing companies.
E1038745 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: Ion Stoica | Statement: [Databricks, foundedBy, Ion Stoica]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ion Stoica
Context triple: [Databricks, foundedBy, Ion Stoica]
  • A. Monica S. Lam
    Monica S. Lam is a computer scientist and professor known for her influential work in compilers, programming languages, and software systems.
  • B. Edward D. Lazowska
    Edward D. Lazowska is an American computer scientist known for his influential work in computer systems and performance evaluation, as well as his leadership in computing research and education policy.
  • C. Arvind Narayanan
    Arvind Narayanan is a prominent computer scientist known for his influential work in security, privacy, and the societal impacts of algorithms and machine learning.
  • D. Steve Staios
    Steve Staios is a former NHL defenseman who transitioned into hockey management and now serves as an executive in the league.
  • E. Andrew G. Myers
    Andrew G. Myers is an American organic chemist renowned for his contributions to complex molecule synthesis and medicinal chemistry.
  • 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: Ion Stoica
Triple: [Databricks, foundedBy, Ion Stoica]
Generated description
Ion Stoica is a Romanian-American computer scientist and entrepreneur known for his influential work in distributed systems and as a co-founder of several major data and cloud computing companies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ion Stoica
Target entity description: Ion Stoica is a Romanian-American computer scientist and entrepreneur known for his influential work in distributed systems and as a co-founder of several major data and cloud computing companies.
  • A. Monica S. Lam
    Monica S. Lam is a computer scientist and professor known for her influential work in compilers, programming languages, and software systems.
  • B. Edward D. Lazowska
    Edward D. Lazowska is an American computer scientist known for his influential work in computer systems and performance evaluation, as well as his leadership in computing research and education policy.
  • C. Arvind Narayanan
    Arvind Narayanan is a prominent computer scientist known for his influential work in security, privacy, and the societal impacts of algorithms and machine learning.
  • D. Steve Staios
    Steve Staios is a former NHL defenseman who transitioned into hockey management and now serves as an executive in the league.
  • E. Andrew G. Myers
    Andrew G. Myers is an American organic chemist renowned for his contributions to complex molecule synthesis and medicinal chemistry.
  • 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_69d806ad0c44819088833ae1ec9e9690 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69dbaed066408190a416880affd8416e completed April 12, 2026, 2:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69f7308673488190a64f4b205899605b completed May 3, 2026, 11:24 a.m.
NEDg Description generation batch_69f7316101e48190b3ec59a4376a0562 completed May 3, 2026, 11:28 a.m.
NED2 Entity disambiguation (via description) batch_69f731f8e98c8190becfad8e3a371484 completed May 3, 2026, 11:31 a.m.
Created at: April 9, 2026, 9:40 p.m.