Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008701

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.146

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730009067

distance 0.146

#2 · Gadchirolicell 4750011588

distance 0.152 · cross-district

#3 · Chandrapurcell 4730006663

distance 0.157

#4 · Gadchirolicell 4750010437

distance 0.16 · cross-district

#5 · Chandrapurcell 4730009314

distance 0.16

#6 · Chandrapurcell 4730008660

distance 0.161

#7 · Chandrapurcell 4730007003

distance 0.167

#8 · Gondiacell 4760000272

distance 0.167 · cross-district

#9 · Gadchirolicell 4750011402

distance 0.175 · cross-district

#10 · Chandrapurcell 4730009373

distance 0.176

#11 · Gadchirolicell 4750010251

distance 0.176 · cross-district

#12 · Chandrapurcell 4730006551

distance 0.178

#13 · Bhandaracell 4710000335

distance 0.178 · cross-district

#14 · Chandrapurcell 4730006546

distance 0.184

#15 · Gadchirolicell 4750010903

distance 0.184 · cross-district

#16 · Chandrapurcell 4730005145

distance 0.186

#17 · Gadchirolicell 4750011719

distance 0.187 · cross-district

#18 · Chandrapurcell 4730005986

distance 0.189

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":4730008701}}}'

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.