Triple

T19991560

Position	Surface form	Disambiguated ID	Type / Status
Subject	Indian economy	`E494075`	entity
Predicate	policyFeature	`P26219`	FINISHED
Object	Goods and Services Tax regime The Goods and Services Tax regime is India’s comprehensive indirect tax system that replaced multiple central and state levies with a unified, destination-based tax on value addition across goods and services.	`E1405249`	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: Goods and Services Tax regime | Statement: [Indian economy, policyFeature, Goods and Services Tax regime]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Goods and Services Tax regime
Context triple: [Indian economy, policyFeature, Goods and Services Tax regime]

A. Integrated Goods and Services Tax Act, 2017
The Integrated Goods and Services Tax Act, 2017 is an Indian law that governs the levy and collection of GST on inter-state supplies of goods and services, forming a core component of the country’s GST framework.
B. Central Goods and Services Tax Act, 2017
The Central Goods and Services Tax Act, 2017 is a key Indian law that establishes the framework for levying and collecting GST on intra-state supplies of goods and services, forming a core component of the country’s unified indirect tax regime.
C. Goods and Services Tax (Australia)
Goods and Services Tax (Australia) is a broad-based value-added tax introduced in 2000 that applies to most goods and services consumed in Australia.
D. Goods and Services Tax (Canada)
Goods and Services Tax (Canada) is a federal value-added tax applied to most goods and services purchased in Canada, implemented to replace the former manufacturers’ sales tax system.
E. State Goods and Services Tax Acts
The State Goods and Services Tax Acts are state-level laws in India that govern the levy and collection of GST on intra-state supplies of goods and services, complementing the central GST framework.
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: Goods and Services Tax regime
Triple: [Indian economy, policyFeature, Goods and Services Tax regime]

Generated description

The Goods and Services Tax regime is India’s comprehensive indirect tax system that replaced multiple central and state levies with a unified, destination-based tax on value addition across goods and services.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Goods and Services Tax regime
Target entity description: The Goods and Services Tax regime is India’s comprehensive indirect tax system that replaced multiple central and state levies with a unified, destination-based tax on value addition across goods and services.

A. Integrated Goods and Services Tax Act, 2017
The Integrated Goods and Services Tax Act, 2017 is an Indian law that governs the levy and collection of GST on inter-state supplies of goods and services, forming a core component of the country’s GST framework.
B. Central Goods and Services Tax Act, 2017
The Central Goods and Services Tax Act, 2017 is a key Indian law that establishes the framework for levying and collecting GST on intra-state supplies of goods and services, forming a core component of the country’s unified indirect tax regime.
C. Goods and Services Tax (Australia)
Goods and Services Tax (Australia) is a broad-based value-added tax introduced in 2000 that applies to most goods and services consumed in Australia.
D. Goods and Services Tax (Canada)
Goods and Services Tax (Canada) is a federal value-added tax applied to most goods and services purchased in Canada, implemented to replace the former manufacturers’ sales tax system.
E. State Goods and Services Tax Acts
The State Goods and Services Tax Acts are state-level laws in India that govern the levy and collection of GST on intra-state supplies of goods and services, complementing the central GST framework.
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_69da626a67648190af9653832a3aeced`	completed	April 11, 2026, 3:02 p.m.
NER	Named-entity recognition	`batch_69e65fe00b908190bda6b9a3a3281ec0`	completed	April 20, 2026, 5:18 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a080503f1bc8190b71f6d7043ac6593`	completed	May 16, 2026, 5:47 a.m.
NEDg	Description generation	`batch_6a0806563e1c8190b702fcfc009c84d5`	completed	May 16, 2026, 5:53 a.m.
NED2	Entity disambiguation (via description)	`batch_6a0806e876c881909f0c30e5dd16ce20`	completed	May 16, 2026, 5:55 a.m.

Created at: April 11, 2026, 3:31 p.m.