Triple

T247680
Position Surface form Disambiguated ID Type / Status
Subject Azim Premji E5073 entity
Predicate companyTransformed P4439 FINISHED
Object Wipro from vegetable oil business to IT services giant
Wipro from vegetable oil business to IT services giant refers to the remarkable transformation of Wipro Limited from a small vegetable oil manufacturer into one of India’s leading global information technology and consulting companies.
E31805 NE FINISHED

How this triple was built (5 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: Wipro from vegetable oil business to IT services giant | Statement: [Azim Premji, companyTransformed, Wipro from vegetable oil business to IT services giant]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Wipro from vegetable oil business to IT services giant
Context triple: [Azim Premji, companyTransformed, Wipro from vegetable oil business to IT services giant]
  • A. ITC
    ITC is the commonly used abbreviation for the United Nations Economic Commission for Europe’s Inland Transport Committee, a key intergovernmental body overseeing international inland transport policy and regulations.
  • B. IBM
    IBM is a multinational technology and consulting company known for its pioneering work in computer hardware, software, and enterprise services.
  • C. Hewlett-Packard
    Hewlett-Packard is a pioneering American technology company known for its innovations in computing, printers, and enterprise IT solutions.
  • D. Industrial Development Board
    The Industrial Development Board is the main policymaking and oversight body that guides the strategic direction and program priorities of the United Nations Industrial Development Organization.
  • E. Lotus Development Corporation
    Lotus Development Corporation was a pioneering American software company best known for creating the influential spreadsheet program Lotus 1-2-3, which dominated the business software market in the 1980s.
  • 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: Wipro from vegetable oil business to IT services giant
Triple: [Azim Premji, companyTransformed, Wipro from vegetable oil business to IT services giant]
Generated description
Wipro from vegetable oil business to IT services giant refers to the remarkable transformation of Wipro Limited from a small vegetable oil manufacturer into one of India’s leading global information technology and consulting companies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Wipro from vegetable oil business to IT services giant
Target entity description: Wipro from vegetable oil business to IT services giant refers to the remarkable transformation of Wipro Limited from a small vegetable oil manufacturer into one of India’s leading global information technology and consulting companies.
  • A. ITC
    ITC is the commonly used abbreviation for the United Nations Economic Commission for Europe’s Inland Transport Committee, a key intergovernmental body overseeing international inland transport policy and regulations.
  • B. IBM
    IBM is a multinational technology and consulting company known for its pioneering work in computer hardware, software, and enterprise services.
  • C. Hewlett-Packard
    Hewlett-Packard is a pioneering American technology company known for its innovations in computing, printers, and enterprise IT solutions.
  • D. Industrial Development Board
    The Industrial Development Board is the main policymaking and oversight body that guides the strategic direction and program priorities of the United Nations Industrial Development Organization.
  • E. Lotus Development Corporation
    Lotus Development Corporation was a pioneering American software company best known for creating the influential spreadsheet program Lotus 1-2-3, which dominated the business software market in the 1980s.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: companyTransformed
Context triple: [Azim Premji, companyTransformed, Wipro from vegetable oil business to IT services giant]
  • A. company
    Indicates that an entity is a business organization engaged in commercial, industrial, or professional activities.
  • B. corporateTransformation chosen
    Indicates a relationship where an organization undergoes a significant structural, strategic, or operational change from one corporate state to another.
  • C. corporateStructure
    Indicates how entities are organized, controlled, and related within a corporate hierarchy or ownership structure.
  • D. underlyingCompany
    Indicates that one entity serves as the fundamental or base company upon which another entity (such as a product, instrument, or structure) is built, derived, or dependent.
  • E. employerType
    Indicates the classification or category of an employer in relation to the entity (e.g., public, private, nonprofit, self-employed).
  • F. None of above.

Provenance (6 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_69a257c4bf688190a46ebbf411ab7473 completed Feb. 28, 2026, 2:49 a.m.
NER Named-entity recognition batch_69a25d154ebc819087a5c9dc4f62ff44 completed Feb. 28, 2026, 3:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69a36cf64798819096218d320b00a3a9 completed Feb. 28, 2026, 10:32 p.m.
NEDg Description generation batch_69a36d713d548190afadbc7ec7509d98 completed Feb. 28, 2026, 10:34 p.m.
NED2 Entity disambiguation (via description) batch_69a36e072f188190a0961926536659c1 completed Feb. 28, 2026, 10:36 p.m.
PD Predicate disambiguation batch_69a25b64ea3081908de626a0e1445bdb completed Feb. 28, 2026, 3:05 a.m.
Created at: Feb. 28, 2026, 2:54 a.m.