India's Hate Ecosystem: Mapping the Networks
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
Definitional Precision
2/10Classification defined only by examples — no operational criteria
Classification Rigor
1/10No codebook — classification criteria not disclosed
Case Capture & Sampling
3/10No documented inclusion criteria for 312-organization list
Coverage Symmetry
1/10No equivalent scrutiny of opposing groups or incidents
Source Independence
1/10⚑ 73% of citations trace to CSOH-affiliated organizations — undisclosed
Verification Standards
3/10Source posts not archived — independent verification not possible
Transparency & Governance
2/10No funding disclosure — founder relationship not disclosed
Counter-Evidence
3/10No limitations section — no denominator reporting throughout
Citation Ecosystem
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)
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.
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)
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 of This Review
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.