Triple

T7365372
Position Surface form Disambiguated ID Type / Status
Subject Indus script E169855 entity
Predicate notableResearcher P22 FINISHED
Object Iravatham Mahadevan
Iravatham Mahadevan was an Indian epigraphist and scholar renowned for his pioneering work on the Indus script and South Indian inscriptions.
E661074 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: Iravatham Mahadevan | Statement: [Indus script, notableResearcher, Iravatham Mahadevan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Iravatham Mahadevan
Context triple: [Indus script, notableResearcher, Iravatham Mahadevan]
  • A. Premkumar Devanbu
    Premkumar Devanbu is a prominent computer scientist known for his influential research in software engineering, particularly in mining software repositories and applying statistical and data-driven methods to software development.
  • B. R. Venkataraman
    R. Venkataraman was an Indian lawyer, freedom fighter, and statesman who served as the eighth President of India from 1987 to 1992.
  • C. N. S. Raghavan
    N. S. Raghavan is an Indian entrepreneur best known as one of the co-founders of the global IT services company Infosys.
  • D. C. R. Krishnaswami
    C. R. Krishnaswami was an Indian figure known primarily as the son of C. Rajagopalachari, the last Governor-General of India and a prominent statesman.
  • E. Ramakrishnan Raman
    Ramakrishnan Raman is an Indian academic and administrator who serves as the Vice-Chancellor of Symbiosis International University, overseeing its strategic and educational leadership.
  • 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: Iravatham Mahadevan
Triple: [Indus script, notableResearcher, Iravatham Mahadevan]
Generated description
Iravatham Mahadevan was an Indian epigraphist and scholar renowned for his pioneering work on the Indus script and South Indian inscriptions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Iravatham Mahadevan
Target entity description: Iravatham Mahadevan was an Indian epigraphist and scholar renowned for his pioneering work on the Indus script and South Indian inscriptions.
  • A. Premkumar Devanbu
    Premkumar Devanbu is a prominent computer scientist known for his influential research in software engineering, particularly in mining software repositories and applying statistical and data-driven methods to software development.
  • B. R. Venkataraman
    R. Venkataraman was an Indian lawyer, freedom fighter, and statesman who served as the eighth President of India from 1987 to 1992.
  • C. N. S. Raghavan
    N. S. Raghavan is an Indian entrepreneur best known as one of the co-founders of the global IT services company Infosys.
  • D. C. R. Krishnaswami
    C. R. Krishnaswami was an Indian figure known primarily as the son of C. Rajagopalachari, the last Governor-General of India and a prominent statesman.
  • E. Ramakrishnan Raman
    Ramakrishnan Raman is an Indian academic and administrator who serves as the Vice-Chancellor of Symbiosis International University, overseeing its strategic and educational leadership.
  • 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_69c68a5ade988190885b7175f63b7534 completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f161d76081909da6d698fb3d8bb1 completed March 27, 2026, 9:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69c810d9717c819099122cd64f9268fc completed March 28, 2026, 5:33 p.m.
NEDg Description generation batch_69c811765fd0819095d0a3cac19ae7b8 completed March 28, 2026, 5:35 p.m.
NED2 Entity disambiguation (via description) batch_69c811cb77408190acf7cf837837b912 completed March 28, 2026, 5:37 p.m.
Created at: March 27, 2026, 3:06 p.m.