Triple

T4512383
Position Surface form Disambiguated ID Type / Status
Subject Arthashastra E102080 entity
Predicate author P4 FINISHED
Object Vishnugupta
Vishnugupta, better known as Chanakya or Kautilya, was an ancient Indian philosopher, economist, and royal advisor renowned for his influential treatise on statecraft and political strategy.
E449903 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: Vishnugupta | Statement: [Arthashastra, author, Vishnugupta]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Vishnugupta
Context triple: [Arthashastra, author, Vishnugupta]
  • A. Vachaspati Mishra
    Vachaspati Mishra was a prominent 9th–10th century Indian philosopher and commentator whose works systematized and bridged multiple schools of Hindu thought, especially Advaita Vedanta.
  • B. Rajguru
    Rajguru, commonly known as Shivaram Rajguru, was an Indian revolutionary and freedom fighter who played a key role in the Hindustan Socialist Republican Association and is best known for his involvement in the assassination of British officer J.P. Saunders alongside Bhagat Singh.
  • C. Kumar Pallana
    Kumar Pallana was an Indian-American character actor and performer known for his quirky supporting roles in several Wes Anderson films and in Steven Spielberg’s "The Terminal."
  • D. Kashyapa
    Kashyapa is a revered Vedic sage and progenitor in Hindu mythology, regarded as one of the ancient rishis and a patriarch of many gods, demons, and beings.
  • E. Jagat Narayan
    Jagat Narayan was an Indian educationist and public figure who served as a member of the British-era Hunter Commission on education reforms.
  • 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: Vishnugupta
Triple: [Arthashastra, author, Vishnugupta]
Generated description
Vishnugupta, better known as Chanakya or Kautilya, was an ancient Indian philosopher, economist, and royal advisor renowned for his influential treatise on statecraft and political strategy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Vishnugupta
Target entity description: Vishnugupta, better known as Chanakya or Kautilya, was an ancient Indian philosopher, economist, and royal advisor renowned for his influential treatise on statecraft and political strategy.
  • A. Vachaspati Mishra
    Vachaspati Mishra was a prominent 9th–10th century Indian philosopher and commentator whose works systematized and bridged multiple schools of Hindu thought, especially Advaita Vedanta.
  • B. Rajguru
    Rajguru, commonly known as Shivaram Rajguru, was an Indian revolutionary and freedom fighter who played a key role in the Hindustan Socialist Republican Association and is best known for his involvement in the assassination of British officer J.P. Saunders alongside Bhagat Singh.
  • C. Kumar Pallana
    Kumar Pallana was an Indian-American character actor and performer known for his quirky supporting roles in several Wes Anderson films and in Steven Spielberg’s "The Terminal."
  • D. Kashyapa
    Kashyapa is a revered Vedic sage and progenitor in Hindu mythology, regarded as one of the ancient rishis and a patriarch of many gods, demons, and beings.
  • E. Jagat Narayan
    Jagat Narayan was an Indian educationist and public figure who served as a member of the British-era Hunter Commission on education reforms.
  • 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_69bd43d6251c81909deecce3e6e9d69c completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd5722d8fc81909c5f2d9a38d17a6b completed March 20, 2026, 2:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69bda42699648190a54e8c474766d29d completed March 20, 2026, 7:46 p.m.
NEDg Description generation batch_69bda5b564648190ab2badb264910185 completed March 20, 2026, 7:53 p.m.
NED2 Entity disambiguation (via description) batch_69bda658568c8190bf97e4328e3799be completed March 20, 2026, 7:56 p.m.
Created at: March 20, 2026, 1:01 p.m.