Triple

T15006902
Position Surface form Disambiguated ID Type / Status
Subject Foreign Investment Review Board E377732 entity
Predicate legalFramework P125 FINISHED
Object Foreign Acquisitions and Takeovers Act 1975
The Foreign Acquisitions and Takeovers Act 1975 is an Australian federal law that regulates and screens significant foreign investment in Australian businesses and assets to protect the national interest.
E1131925 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: Foreign Acquisitions and Takeovers Act 1975 | Statement: [Foreign Investment Review Board, legalFramework, Foreign Acquisitions and Takeovers Act 1975]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Foreign Acquisitions and Takeovers Act 1975
Context triple: [Foreign Investment Review Board, legalFramework, Foreign Acquisitions and Takeovers Act 1975]
  • A. State-Owned Enterprises Act 1986
    The State-Owned Enterprises Act 1986 is a key New Zealand law that converted many government departments into commercially run state-owned enterprises while embedding protections for Māori interests consistent with the Treaty of Waitangi.
  • B. Hay-Chamberlain Act
    The Hay-Chamberlain Act, formally the National Defense Act of 1916, was a major U.S. law that expanded and reorganized the Army and National Guard in preparation for potential involvement in World War I.
  • C. Banking Act 1959
    The Banking Act 1959 is a key Australian federal law that governs the regulation, supervision, and prudential standards of banks and the broader banking sector.
  • D. Foreign Exchange Regulation Act, 1973
    The Foreign Exchange Regulation Act, 1973 was an Indian law that tightly controlled foreign exchange transactions and foreign ownership in India before being replaced by a more liberal regulatory framework in 1999.
  • E. Revenue and Expenditure Control Act of 1968
    The Revenue and Expenditure Control Act of 1968 was a U.S. federal law that temporarily increased income taxes and sought to restrain government spending in order to address budget deficits and inflation during the Vietnam War era.
  • 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: Foreign Acquisitions and Takeovers Act 1975
Triple: [Foreign Investment Review Board, legalFramework, Foreign Acquisitions and Takeovers Act 1975]
Generated description
The Foreign Acquisitions and Takeovers Act 1975 is an Australian federal law that regulates and screens significant foreign investment in Australian businesses and assets to protect the national interest.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Foreign Acquisitions and Takeovers Act 1975
Target entity description: The Foreign Acquisitions and Takeovers Act 1975 is an Australian federal law that regulates and screens significant foreign investment in Australian businesses and assets to protect the national interest.
  • A. State-Owned Enterprises Act 1986
    The State-Owned Enterprises Act 1986 is a key New Zealand law that converted many government departments into commercially run state-owned enterprises while embedding protections for Māori interests consistent with the Treaty of Waitangi.
  • B. Hay-Chamberlain Act
    The Hay-Chamberlain Act, formally the National Defense Act of 1916, was a major U.S. law that expanded and reorganized the Army and National Guard in preparation for potential involvement in World War I.
  • C. Banking Act 1959
    The Banking Act 1959 is a key Australian federal law that governs the regulation, supervision, and prudential standards of banks and the broader banking sector.
  • D. Foreign Exchange Regulation Act, 1973
    The Foreign Exchange Regulation Act, 1973 was an Indian law that tightly controlled foreign exchange transactions and foreign ownership in India before being replaced by a more liberal regulatory framework in 1999.
  • E. Revenue and Expenditure Control Act of 1968
    The Revenue and Expenditure Control Act of 1968 was a U.S. federal law that temporarily increased income taxes and sought to restrain government spending in order to address budget deficits and inflation during the Vietnam War era.
  • 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_69d85cd3a3c881908c71fc424d459c17 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69ded73348d4819091d9e7f1b0fed822 completed April 15, 2026, 12:09 a.m.
NED1 Entity disambiguation (via context triple) batch_69fe96a35acc8190a85f2ce32800ce1b completed May 9, 2026, 2:06 a.m.
NEDg Description generation batch_69fe98917abc81908998205b4ecf201f completed May 9, 2026, 2:14 a.m.
NED2 Entity disambiguation (via description) batch_69fe997c744481909bd3c66c3dd68f19 completed May 9, 2026, 2:18 a.m.
Created at: April 10, 2026, 2:54 a.m.