Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730000310

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

0.144

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730000375

distance 0.144

#2 · Chandrapurcell 4730000205

distance 0.146

#3 · Chandrapurcell 4730000314

distance 0.161

#4 · Chandrapurcell 4730000203

distance 0.167

#5 · Chandrapurcell 4730000311

distance 0.17

#6 · Chandrapurcell 4730000255

distance 0.172

#7 · Chandrapurcell 4730000374

distance 0.185

#8 · Chandrapurcell 4730000206

distance 0.198

#9 · Nandedcell 4850007296

distance 0.2 · cross-district

#10 · Chandrapurcell 4730000202

distance 0.202

#11 · Chandrapurcell 4730000034

distance 0.205

#12 · Chandrapurcell 4730000388

distance 0.224

#13 · Gadchirolicell 4750002106

distance 0.226 · cross-district

#14 · Chandrapurcell 4730000441

distance 0.226

#15 · Nandedcell 4850007300

distance 0.232 · cross-district

#16 · Chandrapurcell 4730000007

distance 0.235

#17 · Yavatmalcell 5000000071

distance 0.236 · cross-district

#18 · Chandrapurcell 4730000442

distance 0.237

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":4730000310}}}'

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.