Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001995

The MH-36 locality cells most similar to this Satara cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.172

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940002200

distance 0.172

#2 · Sataracell 4940004998

distance 0.199

#3 · Sanglicell 4930006603

distance 0.206 · cross-district

#4 · Sanglicell 4930006754

distance 0.21 · cross-district

#5 · Sataracell 4940004383

distance 0.231

#6 · Sataracell 4940003097

distance 0.237

#7 · Sataracell 4940002651

distance 0.24

#8 · Sataracell 4940003098

distance 0.242

#9 · Sanglicell 4930006680

distance 0.242 · cross-district

#10 · Sanglicell 4930006688

distance 0.244 · cross-district

#11 · Sataracell 4940001800

distance 0.248

#12 · Sataracell 4940005760

distance 0.251

#13 · Sataracell 4940001688

distance 0.253

#14 · Sataracell 4940003321

distance 0.263

#15 · Sanglicell 4930006854

distance 0.263 · cross-district

#16 · Sanglicell 4930006530

distance 0.263 · cross-district

#17 · Sataracell 4940001786

distance 0.263

#18 · Sataracell 4940005139

distance 0.266

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":494,"cluster_id":4940001995}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.