Statistical Classification for Censuses

Generative AI suggestions for business classification codes (KBLI) in census interviews.

LLM

0named models

402candidates

1deployments

1in Indonesia

Named Models

The research names no model for this use case.

Where this comes from

Models the research names for this use case. Research, with sources on each model record.

Who Runs It

planned, 1

Badan Pusat Statistik (BPS)Country: IndonesiaGenerative AI suggestions for KBLI classification in the CAPI app (model not stated)Vendor: not statedplannedDate22 Dec 2025For Sensus Ekonomi 2026Evidence: government statementConfidence: mediumSource: goodnewsfromindonesia.id

Where this comes from

Documented uses by named organisations. The evidence column says who made the claim.

Candidate Models

SEA-HELM leaderboard, 58 models, SEA average

A general benchmark for this model class, not a test on this use case. SEA average and per-language (incl. Indonesian) scores for open-weight models. Higher is better. Showing 10 of 11.

Qwen3.6-35B-A3BAlibaba (Qwen) maintainer-run73.86

Qwen3.5-35B-A3BAlibaba (Qwen) maintainer-run73.55

gemma-3-27b-itGoogle maintainer-run64.54

Gemma-SEA-LION-v4-27B-ITAI Singapore maintainer-run64.35

gpt-oss-20bOpenAI maintainer-run60.64

Llama-3.3-70B-InstructMeta maintainer-run60.44

Qwen3-8BAlibaba (Qwen) maintainer-run60.33

GLM 4.7 FlashZ.ai (Zhipu) maintainer-run53.76

Gemma-3-4B-itGoogle maintainer-run47.84

Nemotron 3 Nano 30B-A3BNVIDIA maintainer-run46.89

050100

Nemotron-SEA-LION-v4.8-120B-A12BAI Singapore, LLMReleasedSep 2026open weightsIndonesian statedhas scoreslast 18 months

Nemotron-SEA-LION-v4.8-30B-A3BAI Singapore, LLMReleasedSep 2026open weightsIndonesian statedhas scoreslast 18 months

Qwen-SEA-LION-v4.5-27B-ITAI Singapore, LLMReleasedMay 2026open weightsIndonesian statedhas scoreslast 18 months

Qwen3.6-35B-A3BAlibaba (Qwen), LLMReleasedApr 2026open weightsruns on edgehas scoreslast 18 months

Nemotron 3 SuperNVIDIA, LLMReleased2026open weightsIndonesian statedhas scoreslast 18 months

Nemotron 3.5 Lightning 30B-A3BNVIDIA, LLMReleased2026open weightsIndonesian statedhas scoreslast 18 months

gpt-oss-120bOpenAI, LLMReleasedAug 2025open weightsIndonesian statedhas scoreslast 18 months

Granite 4.2 8BIBM, LLMReleasedSep 2026open weightshas scoreslast 18 months

Hy4-previewTencent, LLMReleasedAug 2026open weightshas scoreslast 18 months

GLM-5.3Z.ai (Zhipu), LLMReleasedAug 2026open weightshas scoreslast 18 months

Showing 10 of 402. All models of this class

Where this comes from

Derived, not researched: models in the directory whose class matches a class this use case uses, excluding family records and models shut down or deprecated. Ranked by how many fit facts they meet, then by release date. Each fit fact is read from the model record.

Use Case

Industry: public sector
Model classes: LLM
Benchmarks or datasets: not in the notes
Regulatory notes: Surat Edaran Menkominfo 9/2023 Etika Kecerdasan Artifisial, Kementerian Komunikasi dan Informatika (now Kementerian Komunikasi dan Digital)Statistical classification for censuses is an AI-based service run by an electronic system operator, and the circular asks such operators to build and use AI on the values of inclusivity, transparency, humanity and security.
UU 27/2022 Pelindungan Data Pribadi, DPR and President of the Republic of Indonesia (administered by Kementerian Komunikasi dan Digital)Statistical classification for censuses processes personal data of citizens and residents, so the controller needs a lawful basis, must protect the data and must honour data subject rights.
Perpres 95/2018 Sistem Pemerintahan Berbasis Elektronik, President of the Republic of Indonesia (Kementerian PANRB coordinates)Statistical classification for censuses is part of electronic government services, which this regulation requires agencies to plan and run within the national SPBE architecture, data and security standards.
Perpres 39/2019 Satu Data Indonesia, President of the Republic of Indonesia (Bappenas leads the steering council)Statistical classification for censuses uses or produces government data, which this regulation requires to follow common data, metadata and interoperability standards and to be shared through the Satu Data Indonesia portal.
UU 24/2013 Perubahan UU Administrasi Kependudukan, DPR and President of the Republic of Indonesia (Ditjen Dukcapil, Kementerian Dalam Negeri)Statistical classification for censuses uses population identity data such as NIK or biometric records, which this law governs and which Dukcapil manages.

Where this comes from

From the industry tracks T08 to T10 of the research notes.

R&D Topics

Links to R&D topics are awaiting review.

Where this comes from

Which R&D topics would most change this use case. Drafted by Claude from the topic definitions and the use case; proposed until approved.

Opportunities

Opportunities are awaiting review.

Where this comes from

Gaps found by rule in what the directory holds for this use case. Each is a proposal for review.

Sources

BPS Optimalkan AI untuk Klasifikasi Data Sensus Ekonomi 2026 goodnewsfromindonesia.id https://www.goodnewsfromindonesia.id/short/bps-optimalkan-ai-untuk-klasifikasi-data-sensus-ekonomi-2026

To cite this page: Project AURION, AI Use-Cases Research & Innovation, "Statistical Classification for Censuses", https://aurion.semai.id/usecases/pub-statistics-classification/, records of October 2026.

Statistical Classification for Censuses

Named Models

Who Runs It

Candidate Models

SEA-HELM leaderboard, 58 models, SEA average

Links

Deployments 1

Sources