Triple

T996059
Position Surface form Disambiguated ID Type / Status
Subject Delhi School of Economics E21496 entity
Predicate hasNotableScholar P21690 FINISHED
Object S K Goyal
S. K. Goyal was a prominent Indian economist and academic associated with the Delhi School of Economics, known for his influential work in industrial economics and public sector studies.
 E131618 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: S K Goyal | Statement: [Delhi School of Economics, hasNotableScholar, S K Goyal]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: S K Goyal
Context triple: [Delhi School of Economics, hasNotableScholar, S K Goyal]
  • A. S K Gupta
    S K Gupta is a distinguished scholar associated with the Delhi School of Economics, recognized for significant contributions to economic research and academia.
  • B. 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.
  • C. Manmath Nath Gupta
    Manmath Nath Gupta was an Indian revolutionary and writer who participated in the armed struggle against British colonial rule as a prominent member of the Hindustan Socialist Republican Association.
  • D. G. S. Khaparde
    G. S. Khaparde was an Indian nationalist politician and lawyer who played a prominent role in the early freedom struggle, particularly alongside Bal Gangadhar Tilak in the extremist wing of the Indian National Congress.
  • E. P. L. Deshpande
    P. L. Deshpande was a celebrated Marathi writer, humorist, actor, and music composer, renowned for his witty literature and contributions to Marathi theatre and cinema.
  • 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: S K Goyal
Triple: [Delhi School of Economics, hasNotableScholar, S K Goyal]
Generated description
S. K. Goyal was a prominent Indian economist and academic associated with the Delhi School of Economics, known for his influential work in industrial economics and public sector studies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: S K Goyal
Target entity description: S. K. Goyal was a prominent Indian economist and academic associated with the Delhi School of Economics, known for his influential work in industrial economics and public sector studies.
  • A. S K Gupta
    S K Gupta is a distinguished scholar associated with the Delhi School of Economics, recognized for significant contributions to economic research and academia.
  • B. 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.
  • C. Manmath Nath Gupta
    Manmath Nath Gupta was an Indian revolutionary and writer who participated in the armed struggle against British colonial rule as a prominent member of the Hindustan Socialist Republican Association.
  • D. G. S. Khaparde
    G. S. Khaparde was an Indian nationalist politician and lawyer who played a prominent role in the early freedom struggle, particularly alongside Bal Gangadhar Tilak in the extremist wing of the Indian National Congress.
  • E. P. L. Deshpande
    P. L. Deshpande was a celebrated Marathi writer, humorist, actor, and music composer, renowned for his witty literature and contributions to Marathi theatre and cinema.
  • 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_69a493c476b48190b41fc5e793171cc6 completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b7570b388190ada9693935792a58 completed March 1, 2026, 10:01 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac5e9d99f08190ad72bdb3ab555fec completed March 7, 2026, 5:21 p.m.
NEDg Description generation batch_69ac5f248db081908596810839ee6160 completed March 7, 2026, 5:23 p.m.
NED2 Entity disambiguation (via description) batch_69ac5fb242488190bf99f63956aeda13 completed March 7, 2026, 5:26 p.m.
Created at: March 1, 2026, 7:41 p.m.