Triple

T9733334
Position Surface form Disambiguated ID Type / Status
Subject Islamic Financial Services Act 2013 E235997 entity
Predicate replaced P101 FINISHED
Object Takaful Act 1984
The Takaful Act 1984 was Malaysia’s pioneering legislation that established the regulatory framework for Islamic insurance (takaful) operations in the country.
E818522 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: Takaful Act 1984 | Statement: [Islamic Financial Services Act 2013, replaced, Takaful Act 1984]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Takaful Act 1984
Context triple: [Islamic Financial Services Act 2013, replaced, Takaful Act 1984]
  • A. takaful
    Takaful is an Islamic cooperative insurance system where participants contribute to a shared pool to mutually guarantee each other against specified risks in accordance with Sharia principles.
  • B. Islamic Financial Services Act 2013
    The Islamic Financial Services Act 2013 is Malaysia’s primary legal framework governing the regulation, supervision, and oversight of Islamic banking, takaful, and other Shariah-compliant financial services.
  • C. Lloyd’s Act 1982
    Lloyd’s Act 1982 is a key piece of UK legislation that modernized and regulates the structure, governance, and operations of the Lloyd’s of London insurance market.
  • D. Lloyd’s Act 1911
    Lloyd’s Act 1911 is a UK statute that restructured and regulated the operations and governance of the Lloyd’s of London insurance market in the early 20th century.
  • E. Finance Commission (Miscellaneous Provisions) Act, 1951
    The Finance Commission (Miscellaneous Provisions) Act, 1951 is an Indian statute that lays down the composition, qualifications, and functioning framework of the Finance Commission of India.
  • 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: Takaful Act 1984
Triple: [Islamic Financial Services Act 2013, replaced, Takaful Act 1984]
Generated description
The Takaful Act 1984 was Malaysia’s pioneering legislation that established the regulatory framework for Islamic insurance (takaful) operations in the country.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Takaful Act 1984
Target entity description: The Takaful Act 1984 was Malaysia’s pioneering legislation that established the regulatory framework for Islamic insurance (takaful) operations in the country.
  • A. takaful
    Takaful is an Islamic cooperative insurance system where participants contribute to a shared pool to mutually guarantee each other against specified risks in accordance with Sharia principles.
  • B. Islamic Financial Services Act 2013
    The Islamic Financial Services Act 2013 is Malaysia’s primary legal framework governing the regulation, supervision, and oversight of Islamic banking, takaful, and other Shariah-compliant financial services.
  • C. Lloyd’s Act 1982
    Lloyd’s Act 1982 is a key piece of UK legislation that modernized and regulates the structure, governance, and operations of the Lloyd’s of London insurance market.
  • D. Lloyd’s Act 1911
    Lloyd’s Act 1911 is a UK statute that restructured and regulated the operations and governance of the Lloyd’s of London insurance market in the early 20th century.
  • E. Finance Commission (Miscellaneous Provisions) Act, 1951
    The Finance Commission (Miscellaneous Provisions) Act, 1951 is an Indian statute that lays down the composition, qualifications, and functioning framework of the Finance Commission of India.
  • 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_69ca84d313e88190983ee6ffd0ef60d2 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cd9eb54fe481908b0202f104b75dc1 completed April 1, 2026, 10:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1afc4dcc4819096d29c1a0529d272 completed April 5, 2026, 12:41 a.m.
NEDg Description generation batch_69d1b06d39b48190adaadbc81b4ffb9a completed April 5, 2026, 12:44 a.m.
NED2 Entity disambiguation (via description) batch_69d1b1511c7c8190ba7bc691ab2d3a13 completed April 5, 2026, 12:48 a.m.
Created at: March 30, 2026, 8:22 p.m.