Triple

T37063163

Position	Surface form	Disambiguated ID	Type / Status
Subject	Islam in Malaysia	`E917373`	entity
Predicate	hasFinancialSector	`P116570`	FINISHED
Object	Islamic banking in Malaysia Islamic banking in Malaysia is a Sharia-compliant financial system that operates alongside conventional banking and has become a major component of the country’s modern, globally recognized Islamic finance industry.	`E2209989`	NE FINISHED

How this triple was built (3 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: Islamic banking in Malaysia | Statement: [Islam in Malaysia, hasFinancialSector, Islamic banking in Malaysia]

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: Islamic banking in Malaysia
Triple: [Islam in Malaysia, hasFinancialSector, Islamic banking in Malaysia]

Generated description

Islamic banking in Malaysia is a Sharia-compliant financial system that operates alongside conventional banking and has become a major component of the country’s modern, globally recognized Islamic finance industry.

PD Predicate disambiguation gpt-5-mini-2025-08-07

Target predicate: hasFinancialSector
Context triple: [Islam in Malaysia, hasFinancialSector, Islamic banking in Malaysia]

A. hasFinancialFunction
Indicates that an entity performs, supports, or is responsible for a specific financial role, operation, or service in relation to another entity.
B. hasOccupationSector
Indicates that an entity’s occupation belongs to or is categorized within a particular economic or professional sector.
C. hasMarketSector chosen
Indicates that an entity operates within, is associated with, or belongs to a particular market sector or industry segment.
D. ownerSector
Indicates the sector or industry category to which the owner of an entity belongs.
E. alsoProvidesFinanceIn
Indicates that an entity, in addition to other roles or services, supplies financial support or funding within a specified context or location.
F. None of above.

Provenance (6 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_69f76e95fa40819091e14681087ae5e4`	completed	May 3, 2026, 3:49 p.m.
NER	Named-entity recognition	`batch_6a003ffb548081908ba64fd2b570f42f`	completed	May 10, 2026, 8:21 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a3e8c5715e8819082c99d589abd3baa`	completed	June 26, 2026, 2:27 p.m.
NEDg	Description generation	`batch_6a3e95ede37c8190976559fecd7917b3`	completed	June 26, 2026, 3:08 p.m.
NED2	Entity disambiguation (via description)	`batch_6a3e9914a3e48190bf59606bacf80c87`	completed	June 26, 2026, 3:21 p.m.
PD	Predicate disambiguation	`batch_6a003fcecf788190a13dff38b9de3414`	completed	May 10, 2026, 8:20 a.m.

Created at: May 3, 2026, 4:14 p.m.