Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940007939

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.206

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940008141

distance 0.206

#2 · Sataracell 4940007837

distance 0.229

#3 · Sataracell 4940007736

distance 0.265

#4 · Punecell 4900000629

distance 0.268 · cross-district

#5 · Sataracell 4940008243

distance 0.27

#6 · Sataracell 4940008142

distance 0.271

#7 · Punecell 4900000630

distance 0.283 · cross-district

#8 · Punecell 4900000373

distance 0.292 · cross-district

#9 · Sataracell 4940008449

distance 0.292

#10 · Punecell 4900012596

distance 0.297 · cross-district

#11 · Sataracell 4940006870

distance 0.32

#12 · Sataracell 4940008041

distance 0.324

#13 · Sataracell 4940005435

distance 0.325

#14 · Punecell 4900000440

distance 0.335 · cross-district

#15 · Sataracell 4940007836

distance 0.335

#16 · Sataracell 4940007933

distance 0.337

#17 · Punecell 4900000856

distance 0.338 · cross-district

#18 · Sataracell 4940008037

distance 0.339

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":4940007939}}}'

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.