Triple
T1473476
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Islamic finance |
E27187
|
entity |
| Predicate | hasSector |
P71
|
FINISHED |
| Object |
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.
|
E169422
|
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 | Statement: [Islamic finance, hasSector, takaful]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: takaful Context triple: [Islamic finance, hasSector, takaful]
-
A.
Zakat
Zakat is the obligatory almsgiving in Islam, requiring eligible Muslims to donate a fixed portion of their wealth to support the poor and needy.
-
B.
tawhid
Tawhid is the central Islamic doctrine affirming the absolute oneness and uniqueness of God, rejecting any form of polytheism or association of partners with Him.
-
C.
Khazanah Nasional
Khazanah Nasional is Malaysia’s sovereign wealth fund, responsible for managing the government’s commercial assets and strategic investments domestically and abroad.
-
D.
Istihsan
Istihsan is an Islamic legal principle that allows jurists to depart from strict analogical reasoning (qiyas) in favor of a ruling deemed more equitable or in the public interest.
-
E.
TD Insurance
TD Insurance is a Canadian insurance provider offering products such as home, auto, life, and travel coverage as part of the Toronto-Dominion Bank (TD) group.
- 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 Triple: [Islamic finance, hasSector, takaful]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: takaful Target entity description: 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.
-
A.
Zakat
Zakat is the obligatory almsgiving in Islam, requiring eligible Muslims to donate a fixed portion of their wealth to support the poor and needy.
-
B.
tawhid
Tawhid is the central Islamic doctrine affirming the absolute oneness and uniqueness of God, rejecting any form of polytheism or association of partners with Him.
-
C.
Khazanah Nasional
Khazanah Nasional is Malaysia’s sovereign wealth fund, responsible for managing the government’s commercial assets and strategic investments domestically and abroad.
-
D.
Istihsan
Istihsan is an Islamic legal principle that allows jurists to depart from strict analogical reasoning (qiyas) in favor of a ruling deemed more equitable or in the public interest.
-
E.
TD Insurance
TD Insurance is a Canadian insurance provider offering products such as home, auto, life, and travel coverage as part of the Toronto-Dominion Bank (TD) group.
- 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_69a496d25d6881909dbd84f86d763992 |
completed | March 1, 2026, 7:43 p.m. |
| NER | Named-entity recognition | batch_69a4c5ff8dbc81909eafcfc9f2260a22 |
completed | March 1, 2026, 11:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad15a98b4c819082bd7aa8e0c82de9 |
completed | March 8, 2026, 6:22 a.m. |
| NEDg | Description generation | batch_69ad179d00b08190b3c72108317d3aad |
completed | March 8, 2026, 6:30 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad18adfd6481908b72e23d1edf8645 |
completed | March 8, 2026, 6:35 a.m. |
Created at: March 1, 2026, 8:01 p.m.