Triple

T1411061
Position Surface form Disambiguated ID Type / Status
Subject Wipro Limited E31804 entity
Predicate hasSubsidiary P254 FINISHED
Object Wipro Infrastructure Engineering
Wipro Infrastructure Engineering is a division of Wipro Limited specializing in hydraulic cylinders, precision-engineered components, and related infrastructure engineering solutions for industries such as construction, agriculture, and material handling.
 E31804 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: Wipro Infrastructure Engineering | Statement: [Wipro Limited, hasSubsidiary, Wipro Infrastructure Engineering]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Wipro Infrastructure Engineering
Context triple: [Wipro Limited, hasSubsidiary, Wipro Infrastructure Engineering]
  • A. Wipro Limited
    Wipro Limited is a major Indian multinational information technology, consulting, and business process services company headquartered in Bengaluru.
  • B. Infosys
    Infosys is a leading Indian multinational IT services and consulting company known for its global technology solutions and innovation initiatives.
  • C. Capgemini
    Capgemini is a global consulting, technology services, and digital transformation company headquartered in France.
  • D. Indra Sistemas
    Indra Sistemas is a Spanish multinational technology and defense company specializing in information technology, simulation, and advanced electronic systems for civil and military applications.
  • E. 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.
  • 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 Infrastructure Engineering
Triple: [Wipro Limited, hasSubsidiary, Wipro Infrastructure Engineering]
Generated description
Wipro Infrastructure Engineering is a division of Wipro Limited specializing in hydraulic cylinders, precision-engineered components, and related infrastructure engineering solutions for industries such as construction, agriculture, and material handling.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Wipro Infrastructure Engineering
Target entity description: Wipro Infrastructure Engineering is a division of Wipro Limited specializing in hydraulic cylinders, precision-engineered components, and related infrastructure engineering solutions for industries such as construction, agriculture, and material handling.
  • A. Wipro Limited chosen
    Wipro Limited is a major Indian multinational information technology, consulting, and business process services company headquartered in Bengaluru.
  • B. Infosys
    Infosys is a leading Indian multinational IT services and consulting company known for its global technology solutions and innovation initiatives.
  • C. Capgemini
    Capgemini is a global consulting, technology services, and digital transformation company headquartered in France.
  • D. Indra Sistemas
    Indra Sistemas is a Spanish multinational technology and defense company specializing in information technology, simulation, and advanced electronic systems for civil and military applications.
  • E. 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.
  • F. None of above.

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_69a49919a994819086528951bc224775 completed March 1, 2026, 7:52 p.m.
NER Named-entity recognition batch_69a4c3e1da988190bc7c187e193539b6 completed March 1, 2026, 10:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69ace57be14881908d469d2b5333d6d5 completed March 8, 2026, 2:57 a.m.
NEDg Description generation batch_69ace61c6f348190bba7717b1bd7f24a completed March 8, 2026, 2:59 a.m.
NED2 Entity disambiguation (via description) batch_69ace6eeb99081908ac23a6c71faeae6 completed March 8, 2026, 3:03 a.m.
Created at: March 1, 2026, 7:59 p.m.