Triple

T14393401
Position Surface form Disambiguated ID Type / Status
Subject Usama Fayyad E356898 entity
Predicate workInstitution P1203 FINISHED
Object Open Insights
Open Insights is a data science and analytics company founded by pioneering data mining expert Usama Fayyad, focusing on turning large-scale data into actionable business insights.
E1096520 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: Open Insights | Statement: [Usama Fayyad, workInstitution, Open Insights]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Open Insights
Context triple: [Usama Fayyad, workInstitution, Open Insights]
  • A. Unitxt
    Unitxt is an experimental electronic music album by German artist Alva Noto, known for its minimalist, glitch-based sound design and conceptual approach to rhythm and data.
  • B. Meta AI assistant
    Meta AI assistant is an artificial intelligence–powered virtual assistant created by Meta to help users with tasks like answering questions, generating content, and interacting across Meta’s platforms.
  • C. Libera Chat
    Libera Chat is a prominent free and open-source–focused IRC network that hosts real-time discussion channels for numerous software projects and online communities.
  • D. athenaOne
    athenaOne is Athenahealth’s integrated cloud-based platform that provides electronic health records, practice management, and patient engagement tools for healthcare providers.
  • E. BARD Mobile app
    The BARD Mobile app is a specialized application that provides accessible audio and braille books and magazines to people who are blind, visually impaired, or print disabled.
  • 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: Open Insights
Triple: [Usama Fayyad, workInstitution, Open Insights]
Generated description
Open Insights is a data science and analytics company founded by pioneering data mining expert Usama Fayyad, focusing on turning large-scale data into actionable business insights.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Open Insights
Target entity description: Open Insights is a data science and analytics company founded by pioneering data mining expert Usama Fayyad, focusing on turning large-scale data into actionable business insights.
  • A. Unitxt
    Unitxt is an experimental electronic music album by German artist Alva Noto, known for its minimalist, glitch-based sound design and conceptual approach to rhythm and data.
  • B. Meta AI assistant
    Meta AI assistant is an artificial intelligence–powered virtual assistant created by Meta to help users with tasks like answering questions, generating content, and interacting across Meta’s platforms.
  • C. Libera Chat
    Libera Chat is a prominent free and open-source–focused IRC network that hosts real-time discussion channels for numerous software projects and online communities.
  • D. athenaOne
    athenaOne is Athenahealth’s integrated cloud-based platform that provides electronic health records, practice management, and patient engagement tools for healthcare providers.
  • E. BARD Mobile app
    The BARD Mobile app is a specialized application that provides accessible audio and braille books and magazines to people who are blind, visually impaired, or print disabled.
  • 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_69d827927c988190ad98bb0360981783 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de902d114881908a8f3c01b3c6d309 completed April 14, 2026, 7:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd551b006c8190b84449f2e2b59b62 completed May 8, 2026, 3:14 a.m.
NEDg Description generation batch_69fd55d90ed08190b6a0184715f39ff4 completed May 8, 2026, 3:17 a.m.
NED2 Entity disambiguation (via description) batch_69fd565d32fc8190acc1e733537a23cb completed May 8, 2026, 3:19 a.m.
Created at: April 10, 2026, 1:16 a.m.