Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940008932

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.142

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940008629

distance 0.142

#2 · Sataracell 4940008806

distance 0.16

#3 · Sataracell 4940007010

distance 0.177

#4 · Sataracell 4940006904

distance 0.222

#5 · Sataracell 4940008930

distance 0.232

#6 · Sataracell 4940008821

distance 0.234

#7 · Sataracell 4940008756

distance 0.236

#8 · Punecell 4900001419

distance 0.24 · cross-district

#9 · Sataracell 4940008775

distance 0.24

#10 · Punecell 4900005882

distance 0.243 · cross-district

#11 · Sataracell 4940008938

distance 0.244

#12 · Sataracell 4940008708

distance 0.253

#13 · Punecell 4900003309

distance 0.254 · cross-district

#14 · Sataracell 4940008978

distance 0.254

#15 · Sataracell 4940006908

distance 0.255

#16 · Sataracell 4940008827

distance 0.256

#17 · Punecell 4900006399

distance 0.257 · cross-district

#18 · Ahmednagarcell 4660010996

distance 0.259 · 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":4940008932}}}'

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.