Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940008024

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.117

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940008233

distance 0.117

#2 · Sataracell 4940008513

distance 0.119

#3 · Sataracell 4940008122

distance 0.12

#4 · Sataracell 4940008238

distance 0.12

#5 · Sataracell 4940007386

distance 0.122

#6 · Sataracell 4940008313

distance 0.126

#7 · Sataracell 4940008020

distance 0.127

#8 · Sataracell 4940007809

distance 0.133

#9 · Sataracell 4940007924

distance 0.133

#10 · Sataracell 4940007920

distance 0.135

#11 · Sataracell 4940008236

distance 0.136

#12 · Punecell 4900001045

distance 0.14 · cross-district

#13 · Solapurcell 4960007780

distance 0.143 · cross-district

#14 · Punecell 4900002932

distance 0.144 · cross-district

#15 · Punecell 4900000494

distance 0.146 · cross-district

#16 · Punecell 4900000785

distance 0.148 · cross-district

#17 · Punecell 4900000489

distance 0.151 · cross-district

#18 · Punecell 4900000569

distance 0.152 · 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":4940008024}}}'

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.