Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009249

The MH-36 locality cells most similar to this Chandrapur 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

0.093

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730009051

distance 0.093

#2 · Chandrapurcell 4730009372

distance 0.117

#3 · Chandrapurcell 4730008760

distance 0.124

#4 · Chandrapurcell 4730009376

distance 0.13

#5 · Chandrapurcell 4730008910

distance 0.149

#6 · Chandrapurcell 4730008206

distance 0.159

#7 · Chandrapurcell 4730007672

distance 0.162

#8 · Chandrapurcell 4730008978

distance 0.164

#9 · Chandrapurcell 4730007461

distance 0.165

#10 · Chandrapurcell 4730007457

distance 0.169

#11 · Chandrapurcell 4730009049

distance 0.169

#12 · Chandrapurcell 4730003286

distance 0.174

#13 · Bhandaracell 4710001026

distance 0.174 · cross-district

#14 · Chandrapurcell 4730008508

distance 0.175

#15 · Chandrapurcell 4730009378

distance 0.179

#16 · Chandrapurcell 4730006007

distance 0.181

#17 · Chandrapurcell 4730007460

distance 0.182

#18 · Gadchirolicell 4750008925

distance 0.182 · 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":473,"cluster_id":4730009249}}}'

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.