Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007101

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

0.164

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730006542

distance 0.164

#2 · Chandrapurcell 4730007114

distance 0.167

#3 · Gadchirolicell 4750010566

distance 0.177 · cross-district

#4 · Gadchirolicell 4750010376

distance 0.177 · cross-district

#5 · Gondiacell 4760000133

distance 0.187 · cross-district

#6 · Chandrapurcell 4730009097

distance 0.188

#7 · Chandrapurcell 4730004666

distance 0.188

#8 · Chandrapurcell 4730007580

distance 0.189

#9 · Gadchirolicell 4750010379

distance 0.191 · cross-district

#10 · Chandrapurcell 4730004668

distance 0.207

#11 · Gondiacell 4760000069

distance 0.21 · cross-district

#12 · Gadchirolicell 4750010500

distance 0.21 · cross-district

#13 · Chandrapurcell 4730009161

distance 0.21

#14 · Chandrapurcell 4730006552

distance 0.211

#15 · Gadchirolicell 4750010710

distance 0.211 · cross-district

#16 · Chandrapurcell 4730008948

distance 0.212

#17 · Gadchirolicell 4750011771

distance 0.213 · cross-district

#18 · Chandrapurcell 4730009228

distance 0.215

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":4730007101}}}'

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.