Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000926

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.127

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000925

distance 0.127

#2 · Sataracell 4940000311

distance 0.133

#3 · Sataracell 4940000048

distance 0.149

#4 · Sataracell 4940000067

distance 0.161

#5 · Beedcell 4700006635

distance 0.167 · cross-district

#6 · Sataracell 4940000220

distance 0.178

#7 · Beedcell 4700006224

distance 0.186 · cross-district

#8 · Beedcell 4700006079

distance 0.187 · cross-district

#9 · Sataracell 4940000066

distance 0.194

#10 · Akolacell 4670004603

distance 0.196 · cross-district

#11 · Ahmednagarcell 4660004288

distance 0.197 · cross-district

#12 · Ahmednagarcell 4660004368

distance 0.197 · cross-district

#13 · Beedcell 4700006080

distance 0.198 · cross-district

#14 · Buldhanacell 4720003272

distance 0.198 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690001030

distance 0.2 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690002295

distance 0.201 · cross-district

#17 · Buldhanacell 4720003939

distance 0.202 · cross-district

#18 · Punecell 4900001604

distance 0.202 · cross-district

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":4940000926}}}'

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.