India's Hate Ecosystem: Mapping the Networks

73% of the report's citations trace back to organizations connected to the same founder. This relationship is not disclosed anywhere in the document. When a report cites its own network as independent evidence, the sourcing structure does not support the conclusions.

CID-0001 Center for Study of Organized Hate (CSOH) 2023 Incident Tracker Rubric v0.3.2 Scored March 1, 2026 View source ↗

Abstract

This evaluation applies the CID Rubric v0.3.2 to Center for Study of Organized Hate (CSOH)'s 2023 report "India's Hate Ecosystem: Mapping the Networks." The composite score of 2.1/10 (Advocacy-Grade) reflects structural methodological failures that prevent independent verification of the report's central claims. A non-compensatory cap was applied, reducing the raw weighted score from 2.8 to 2.1.

A full academic narrative for this report is in preparation. The dimensional analysis below is generated from scored data. See the Scoring Data view for the complete evidence trail.

Dimensional Analysis

D1

Definitional Precision

2/10

Classification defined only by examples — no operational criteria

'Hindutva hate' is defined through a curated list of examples with no operational definition that would allow independent classification. Borderline cases have no decision rule. A trained coder cannot replicate classifications using only the published report.

D2

Classification Rigor

1/10

No codebook — classification criteria not disclosed

No codebook was published. No reliability testing was reported. The number of coders is not stated. Classifications cannot be verified or replicated by outside researchers.

D3

Case Capture & Sampling

3/10

No documented inclusion criteria for 312-organization list

The report claims to identify 312 organizations but does not document the search methodology, geographic coverage criteria, or inclusion and exclusion rules. There is no null data — no accounting of what was searched for but not included.

D4

Coverage Symmetry

1/10

No equivalent scrutiny of opposing groups or incidents

The report monitors one side of documented communal conflicts without applying equivalent scrutiny to opposing organizations or incidents. The Swap Test fails: the methodology as described would not be applied symmetrically. This asymmetry is not acknowledged as a scope limitation.

D5

Source Independence

1/10

⚑ 73% of citations trace to CSOH-affiliated organizations — undisclosed

India Hate Lab and Hindutva Watch are cited throughout as independent sources. All three organizations share the same founder, established through IRS 990 filings. This relationship is not disclosed in the report, the author bios, or the acknowledgments. 73% of endnote citations trace to this affiliated network.

D6

Verification Standards

3/10

Source posts not archived — independent verification not possible

The underlying incident data is not available for review. Source posts are not archived with accessible permalinks. Independent verification of even a small sample is not possible from the published report.

D7

Transparency & Governance

2/10

No funding disclosure — founder relationship not disclosed

Funding sources are not listed. The CSOH/IHL/Hindutva Watch shared founder relationship is not disclosed. IRS 990 filings document the governance overlap that the report's sourcing structure depends on concealing.

D8

Counter-Evidence

3/10

No limitations section — no denominator reporting throughout

The report contains no limitations section. Percentages are cited throughout pages 12–34 without sample sizes, making them uninterpretable. No engagement with prior critiques of the classification methodology.

Citation Ecosystem

2 escalations · 1 tracked

Post-publication citation analysis tracks how this report's findings have been represented in subsequent publications, policy documents, media coverage, and advocacy materials. Entries marked as escalations indicate instances where the report was cited with scope or authority beyond what the original methodology establishes.

Escalation Patterns (2)

U.S. congressional testimony (2023–2024) Significant

Claimed scope: Independent documentation of organized hate targeting Indian Americans

Established scope: Incident tracker with 73% circular sourcing from undisclosed affiliated organizations; classifications not independently verifiable

The report was cited in congressional testimony about anti-Hindu hate without disclosure of the CSOH/IHL/Hindutva Watch shared founder relationship or the absence of a codebook. The 'independent' characterization of the source network was not challenged.

Media outlets (multiple) Significant

Claimed scope: Documented prevalence of Hindutva-related hate incidents across 14 Indian states

Established scope: Proprietary classification of 312 organizations using undisclosed criteria and affiliated sources

Multiple news outlets reported the 312-organization figure and state-level breakdowns as documented findings without noting the absence of a codebook or the sourcing relationships.

Additional Citations Tracked (1)

India Hate Lab (IHL)

Scope: Organization sharing CSOH's founder — structurally not an independent source

IHL is cited 8 times as an independent source. It subsequently cited this CSOH report in its own publications, completing the circular citation loop. Neither citation discloses the shared founder relationship.

Limitations

This evaluation assesses methodological rigor only. It does not evaluate the factual accuracy of individual claims or the existence of the phenomena the report describes. The CID Rubric v0.3.2 is designed for published research reports; application to certain document types requires adapted interpretation of specific dimensions. The CID has not independently investigated the organizations or individuals referenced in the report.