Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000896

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.129

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000897

distance 0.129

#2 · Sataracell 4940001250

distance 0.137

#3 · Sataracell 4940001015

distance 0.141

#4 · Nashikcell 4870011439

distance 0.196 · cross-district

#5 · Sataracell 4940006516

distance 0.213

#6 · Sataracell 4940000213

distance 0.216

#7 · Sataracell 4940000411

distance 0.219

#8 · Sataracell 4940000869

distance 0.219

#9 · Sataracell 4940000631

distance 0.222

#10 · Sataracell 4940006619

distance 0.223

#11 · Sataracell 4940001060

distance 0.223

#12 · Sataracell 4940000553

distance 0.231

#13 · Buldhanacell 4720004992

distance 0.231 · cross-district

#14 · Sataracell 4940000398

distance 0.232

#15 · Sataracell 4940002447

distance 0.232

#16 · Buldhanacell 4720004931

distance 0.233 · cross-district

#17 · Sataracell 4940003345

distance 0.233

#18 · Solapurcell 4960006083

distance 0.237 · 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":4940000896}}}'

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.