Triple

T12126474
Position Surface form Disambiguated ID Type / Status
Subject Australian Taxation Office E288822 entity
Predicate abbreviation P43 FINISHED
Object ATO
ATO is Australia’s principal revenue collection agency responsible for administering the federal tax system and related superannuation laws.
 E965850 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: ATO | Statement: [Australian Taxation Office, abbreviation, ATO]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: ATO
Context triple: [Australian Taxation Office, abbreviation, ATO]
  • A. ATO
    ATO is the commonly used abbreviation for the Federal Aviation Administration’s Air Traffic Organization, which manages and oversees air traffic control services in the United States.
  • B. AUT
    AUT is a major New Zealand university based in Auckland, known for its focus on applied research, innovation, and industry-aligned education.
  • C. AUT
    AUT is a leading Iranian engineering and technology university, widely recognized for its strong research output and rigorous academic programs.
  • D. AT
    AT was the former stock ticker symbol under which the U.S. wireless telecommunications company Alltel was publicly traded.
  • E. AT
    AT is the commonly used abbreviation and public-facing brand name for Auckland Transport, the agency responsible for managing Auckland’s transport services and infrastructure.
  • 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: ATO
Triple: [Australian Taxation Office, abbreviation, ATO]
Generated description
ATO is Australia’s principal revenue collection agency responsible for administering the federal tax system and related superannuation laws.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: ATO
Target entity description: ATO is Australia’s principal revenue collection agency responsible for administering the federal tax system and related superannuation laws.
  • A. ATO
    ATO is the commonly used abbreviation for the Federal Aviation Administration’s Air Traffic Organization, which manages and oversees air traffic control services in the United States.
  • B. AUT
    AUT is a leading Iranian engineering and technology university, widely recognized for its strong research output and rigorous academic programs.
  • C. AUT
    AUT is a major New Zealand university based in Auckland, known for its focus on applied research, innovation, and industry-aligned education.
  • D. AT
    AT was the former stock ticker symbol under which the U.S. wireless telecommunications company Alltel was publicly traded.
  • E. AT
    AT is the commonly used abbreviation and public-facing brand name for Auckland Transport, the agency responsible for managing Auckland’s transport services and infrastructure.
  • 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_69d6ab4b5e4c81909950b17151eb0951 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d9157ce6b88190b16592cc48244db3 completed April 10, 2026, 3:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69f5f688ad2481909d11782c44b3217f completed May 2, 2026, 1:05 p.m.
NEDg Description generation batch_69f5fdebe3fc81909a5bb23a943c3c43 completed May 2, 2026, 1:36 p.m.
NED2 Entity disambiguation (via description) batch_69f5feeaf2e48190995f282b02a9caaf completed May 2, 2026, 1:40 p.m.
Created at: April 8, 2026, 9:49 p.m.