Triple

T13425244
Position Surface form Disambiguated ID Type / Status
Subject Databricks E313462 entity
Predicate foundedBy P104 FINISHED
Object Ali Ghodsi
Ali Ghodsi is a computer scientist and entrepreneur best known as the co-founder and CEO of Databricks, a leading data and AI company built around Apache Spark.
E1038742 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: Ali Ghodsi | Statement: [Databricks, foundedBy, Ali Ghodsi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ali Ghodsi
Context triple: [Databricks, foundedBy, Ali Ghodsi]
  • A. 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.
  • B. Parag Agrawal
    Parag Agrawal is an Indian-American technology executive and computer scientist best known for serving as the chief executive officer of Twitter.
  • C. Sanjay Ghemawat
    Sanjay Ghemawat is a prominent computer scientist and long-time Google engineer known for co-designing and implementing large-scale distributed systems such as MapReduce, Bigtable, and LevelDB.
  • D. Anant Agarwal
    Anant Agarwal is a computer scientist and MIT professor best known as the founding CEO of edX, a major online learning platform.
  • E. Rakesh Agrawal
    Rakesh Agrawal is a pioneering computer scientist best known for his foundational contributions to data mining and database systems.
  • 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: Ali Ghodsi
Triple: [Databricks, foundedBy, Ali Ghodsi]
Generated description
Ali Ghodsi is a computer scientist and entrepreneur best known as the co-founder and CEO of Databricks, a leading data and AI company built around Apache Spark.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ali Ghodsi
Target entity description: Ali Ghodsi is a computer scientist and entrepreneur best known as the co-founder and CEO of Databricks, a leading data and AI company built around Apache Spark.
  • A. 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.
  • B. Parag Agrawal
    Parag Agrawal is an Indian-American technology executive and computer scientist best known for serving as the chief executive officer of Twitter.
  • C. Sanjay Ghemawat
    Sanjay Ghemawat is a prominent computer scientist and long-time Google engineer known for co-designing and implementing large-scale distributed systems such as MapReduce, Bigtable, and LevelDB.
  • D. Anant Agarwal
    Anant Agarwal is a computer scientist and MIT professor best known as the founding CEO of edX, a major online learning platform.
  • E. Rakesh Agrawal
    Rakesh Agrawal is a pioneering computer scientist best known for his foundational contributions to data mining and database systems.
  • 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.