Triple

T8080308
Position Surface form Disambiguated ID Type / Status
Subject National Treasury (South Africa) E188596 entity
Predicate collaboratesWith P37 FINISHED
Object South African Revenue Service
The South African Revenue Service is the government agency responsible for administering the country’s tax system and customs services.
 E710534 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: South African Revenue Service | Statement: [National Treasury (South Africa), collaboratesWith, South African Revenue Service]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: South African Revenue Service
Context triple: [National Treasury (South Africa), collaboratesWith, South African Revenue Service]
  • A. Commissioner of the South African Revenue Service
    The Commissioner of the South African Revenue Service is the chief executive responsible for overseeing South Africa’s tax administration and revenue collection authority.
  • B. Office of Tax and Revenue
    The Office of Tax and Revenue is the District of Columbia government agency responsible for administering and collecting the city’s taxes and related revenues.
  • C. Kenya Revenue Authority
    The Kenya Revenue Authority is the national government agency responsible for assessing, collecting, and accounting for tax revenues in Kenya.
  • D. Federal Board of Revenue
    The Federal Board of Revenue is Pakistan’s central tax authority responsible for formulating and enforcing fiscal policies, collecting federal taxes, and combating tax evasion.
  • E. Gauteng Provincial Treasury
    Gauteng Provincial Treasury is the provincial government department responsible for managing public finances, budgeting, and fiscal policy in South Africa’s Gauteng province.
  • 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: South African Revenue Service
Triple: [National Treasury (South Africa), collaboratesWith, South African Revenue Service]
Generated description
The South African Revenue Service is the government agency responsible for administering the country’s tax system and customs services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: South African Revenue Service
Target entity description: The South African Revenue Service is the government agency responsible for administering the country’s tax system and customs services.
  • A. Commissioner of the South African Revenue Service
    The Commissioner of the South African Revenue Service is the chief executive responsible for overseeing South Africa’s tax administration and revenue collection authority.
  • B. Office of Tax and Revenue
    The Office of Tax and Revenue is the District of Columbia government agency responsible for administering and collecting the city’s taxes and related revenues.
  • C. Kenya Revenue Authority
    The Kenya Revenue Authority is the national government agency responsible for assessing, collecting, and accounting for tax revenues in Kenya.
  • D. Federal Board of Revenue
    The Federal Board of Revenue is Pakistan’s central tax authority responsible for formulating and enforcing fiscal policies, collecting federal taxes, and combating tax evasion.
  • E. Gauteng Provincial Treasury
    Gauteng Provincial Treasury is the provincial government department responsible for managing public finances, budgeting, and fiscal policy in South Africa’s Gauteng province.
  • 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_69ca82b662e88190b9323daab8c28a21 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb40a504d48190ace96e814d99b182 completed March 31, 2026, 3:33 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc63f79ac08190af49e77bee67921d completed April 1, 2026, 12:16 a.m.
NEDg Description generation batch_69cc651d340c819089306bac7110f57a completed April 1, 2026, 12:21 a.m.
NED2 Entity disambiguation (via description) batch_69cc666ecc04819092ee4cc035dde627 completed April 1, 2026, 12:27 a.m.
Created at: March 30, 2026, 5:28 p.m.