Triple

T12411505
Position Surface form Disambiguated ID Type / Status
Subject Australian Border Force E296525 entity
Predicate legalBasis P125 FINISHED
Object Migration Act 1958 (Australia)
The Migration Act 1958 (Australia) is the primary federal law governing immigration, visas, and the entry, stay, and removal of non-citizens in Australia.
 E982607 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: Migration Act 1958 (Australia) | Statement: [Australian Border Force, legalBasis, Migration Act 1958 (Australia)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Migration Act 1958 (Australia)
Context triple: [Australian Border Force, legalBasis, Migration Act 1958 (Australia)]
  • A. Immigration Act 1988
    The Immigration Act 1988 is a UK law that further restricted and clarified immigration controls, particularly tightening rules on rights to enter, remain, and access services in the United Kingdom.
  • B. Immigration Act 1971
    The Immigration Act 1971 is a key UK law that established the modern framework for immigration control and the rights of entry and residence for people coming to or living in the United Kingdom.
  • C. Immigration Act 2009
    The Immigration Act 2009 is New Zealand’s principal immigration legislation, overhauling previous laws to modernize visa, deportation, and refugee/asylum processes and establish a unified legal framework for managing entry and stay in the country.
  • D. Immigration Act 2014
    The Immigration Act 2014 is a UK law that tightened immigration controls by restricting access to services like housing, banking, and healthcare for people without lawful status and expanding powers to remove and deport migrants.
  • E. Australia Act 1986
    The Australia Act 1986 is a landmark statute that severed the remaining constitutional links between Australia and the United Kingdom, granting Australia full legal independence in its domestic and external affairs.
  • 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: Migration Act 1958 (Australia)
Triple: [Australian Border Force, legalBasis, Migration Act 1958 (Australia)]
Generated description
The Migration Act 1958 (Australia) is the primary federal law governing immigration, visas, and the entry, stay, and removal of non-citizens in Australia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Migration Act 1958 (Australia)
Target entity description: The Migration Act 1958 (Australia) is the primary federal law governing immigration, visas, and the entry, stay, and removal of non-citizens in Australia.
  • A. Immigration Act 1988
    The Immigration Act 1988 is a UK law that further restricted and clarified immigration controls, particularly tightening rules on rights to enter, remain, and access services in the United Kingdom.
  • B. Immigration Act 1971
    The Immigration Act 1971 is a key UK law that established the modern framework for immigration control and the rights of entry and residence for people coming to or living in the United Kingdom.
  • C. Immigration Act 2009
    The Immigration Act 2009 is New Zealand’s principal immigration legislation, overhauling previous laws to modernize visa, deportation, and refugee/asylum processes and establish a unified legal framework for managing entry and stay in the country.
  • D. Immigration Act 2014
    The Immigration Act 2014 is a UK law that tightened immigration controls by restricting access to services like housing, banking, and healthcare for people without lawful status and expanding powers to remove and deport migrants.
  • E. Australia Act 1986
    The Australia Act 1986 is a landmark statute that severed the remaining constitutional links between Australia and the United Kingdom, granting Australia full legal independence in its domestic and external affairs.
  • 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_69d6ad9f464c81909db36d7e96e34b9e completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d94d6b0f9c8190813b6fe3f97570ac completed April 10, 2026, 7:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6348af5a8819083a075d145b15fd4 completed May 2, 2026, 5:29 p.m.
NEDg Description generation batch_69f638cbb6dc8190a80ffe3430337855 completed May 2, 2026, 5:47 p.m.
NED2 Entity disambiguation (via description) batch_69f6397a3458819095b94ae7f9d5f106 completed May 2, 2026, 5:50 p.m.
Created at: April 8, 2026, 9:55 p.m.