Triple

T503650
Position Surface form Disambiguated ID Type / Status
Subject Ajay Banga E10452 entity
Predicate hasSibling P363 FINISHED
Object M.S. Banga
M.S. Banga is an Indian business executive and corporate leader, known for his senior roles in major multinational companies and as the brother of global finance figure Ajay Banga.
E63446 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: M.S. Banga | Statement: [Ajay Banga, hasSibling, M.S. Banga]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: M.S. Banga
Context triple: [Ajay Banga, hasSibling, M.S. Banga]
  • A. Pradip Krishen
    Pradip Krishen is an Indian filmmaker-turned-environmentalist and naturalist known for his documentaries and influential work on urban ecology and tree mapping in India.
  • B. A. I. Kajee
    A. I. Kajee was a prominent South African Indian political leader and activist who played a key role in advocating for the rights of the Indian community under apartheid-era racial discrimination.
  • C. J. N. Singh
    J. N. Singh was a prominent political figure associated with the Natal Indian Congress, an organization that represented and advocated for the rights of the Indian community in South Africa.
  • D. Natarajan Shankar
    Natarajan Shankar is a computer scientist known for his contributions to automated reasoning and formal methods, particularly in theorem proving and verification.
  • E. Shankar Sastry
    Shankar Sastry is a prominent control theorist and engineer known for his influential contributions to control systems, robotics, and cyber-physical systems, as well as his leadership roles in academia.
  • 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: M.S. Banga
Triple: [Ajay Banga, hasSibling, M.S. Banga]
Generated description
M.S. Banga is an Indian business executive and corporate leader, known for his senior roles in major multinational companies and as the brother of global finance figure Ajay Banga.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: M.S. Banga
Target entity description: M.S. Banga is an Indian business executive and corporate leader, known for his senior roles in major multinational companies and as the brother of global finance figure Ajay Banga.
  • A. Pradip Krishen
    Pradip Krishen is an Indian filmmaker-turned-environmentalist and naturalist known for his documentaries and influential work on urban ecology and tree mapping in India.
  • B. A. I. Kajee
    A. I. Kajee was a prominent South African Indian political leader and activist who played a key role in advocating for the rights of the Indian community under apartheid-era racial discrimination.
  • C. J. N. Singh
    J. N. Singh was a prominent political figure associated with the Natal Indian Congress, an organization that represented and advocated for the rights of the Indian community in South Africa.
  • D. Natarajan Shankar
    Natarajan Shankar is a computer scientist known for his contributions to automated reasoning and formal methods, particularly in theorem proving and verification.
  • E. Shankar Sastry
    Shankar Sastry is a prominent control theorist and engineer known for his influential contributions to control systems, robotics, and cyber-physical systems, as well as his leadership roles in academia.
  • 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_69a2e848adf881908e5e04f7af030093 completed Feb. 28, 2026, 1:06 p.m.
NER Named-entity recognition batch_69a2f1357738819085eae6c10fa2fca9 completed Feb. 28, 2026, 1:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4984d3a4881909b4bec4c9b7dcd03 completed March 1, 2026, 7:49 p.m.
NEDg Description generation batch_69a49c5d940c8190802f51ddd722913d completed March 1, 2026, 8:06 p.m.
NED2 Entity disambiguation (via description) batch_69a49dc00084819088f75c7ff9d93f94 completed March 1, 2026, 8:12 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.