Triple

T22064688
Position Surface form Disambiguated ID Type / Status
Subject Indian Revenue Service E545236 entity
Predicate trainingInstitute P2858 FINISHED
Object National Academy of Direct Taxes
The National Academy of Direct Taxes is India’s premier civil service training institution responsible for professional training of officers of the Indian Revenue Service (Income Tax).
E1516760 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: National Academy of Direct Taxes | Statement: [Indian Revenue Service, trainingInstitute, National Academy of Direct Taxes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: National Academy of Direct Taxes
Context triple: [Indian Revenue Service, trainingInstitute, National Academy of Direct Taxes]
  • A. Central Board of Direct Taxes
    The Central Board of Direct Taxes is India’s apex administrative body for framing and implementing policies related to direct taxation, including income tax.
  • B. Goods and Services Tax Council (India)
    The Goods and Services Tax Council (India) is a constitutional body that formulates key policies, tax rates, and regulations for the implementation and administration of the Goods and Services Tax across the country.
  • C. OECD Centre for Tax Policy and Administration
    The OECD Centre for Tax Policy and Administration is the OECD’s main body responsible for developing international tax standards, policies, and guidance to support fair, efficient, and transparent tax systems worldwide.
  • D. Commonwealth Association of Tax Administrators
    The Commonwealth Association of Tax Administrators is an intergovernmental body that supports and coordinates cooperation among tax administrations in Commonwealth countries to improve tax policy and administration.
  • E. Board of Inland Revenue
    The Board of Inland Revenue was the former UK government department responsible for administering and collecting direct taxes such as income tax and corporation tax before its functions were merged into HM Revenue and Customs.
  • 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: National Academy of Direct Taxes
Triple: [Indian Revenue Service, trainingInstitute, National Academy of Direct Taxes]
Generated description
The National Academy of Direct Taxes is India’s premier civil service training institution responsible for professional training of officers of the Indian Revenue Service (Income Tax).
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: National Academy of Direct Taxes
Target entity description: The National Academy of Direct Taxes is India’s premier civil service training institution responsible for professional training of officers of the Indian Revenue Service (Income Tax).
  • A. Central Board of Direct Taxes
    The Central Board of Direct Taxes is India’s apex administrative body for framing and implementing policies related to direct taxation, including income tax.
  • B. Goods and Services Tax Council (India)
    The Goods and Services Tax Council (India) is a constitutional body that formulates key policies, tax rates, and regulations for the implementation and administration of the Goods and Services Tax across the country.
  • C. OECD Centre for Tax Policy and Administration
    The OECD Centre for Tax Policy and Administration is the OECD’s main body responsible for developing international tax standards, policies, and guidance to support fair, efficient, and transparent tax systems worldwide.
  • D. Commonwealth Association of Tax Administrators
    The Commonwealth Association of Tax Administrators is an intergovernmental body that supports and coordinates cooperation among tax administrations in Commonwealth countries to improve tax policy and administration.
  • E. Board of Inland Revenue
    The Board of Inland Revenue was the former UK government department responsible for administering and collecting direct taxes such as income tax and corporation tax before its functions were merged into HM Revenue and Customs.
  • 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_69e11e344dfc81909b1d88a7221329c7 completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f12882ab3c819095b61e0a341edfdf completed April 28, 2026, 9:37 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a80ada8bc81908c8588857ac2c161 completed May 18, 2026, 2:59 a.m.
NEDg Description generation batch_6a0a81f51dbc8190a49506d7536d165b completed May 18, 2026, 3:05 a.m.
NED2 Entity disambiguation (via description) batch_6a0a82c10ce48190806498221cb55e7b completed May 18, 2026, 3:08 a.m.
Created at: April 16, 2026, 8:27 p.m.