Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005437

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.153

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730005972

distance 0.153

#2 · Chandrapurcell 4730007002

distance 0.159

#3 · Chandrapurcell 4730005440

distance 0.172

#4 · Chandrapurcell 4730005540

distance 0.178

#5 · Chandrapurcell 4730006438

distance 0.189

#6 · Gadchirolicell 4750011051

distance 0.207 · cross-district

#7 · Chandrapurcell 4730007120

distance 0.208

#8 · Chandrapurcell 4730007117

distance 0.209

#9 · Chandrapurcell 4730005537

distance 0.21

#10 · Gadchirolicell 4750010370

distance 0.213 · cross-district

#11 · Gadchirolicell 4750010632

distance 0.216 · cross-district

#12 · Chandrapurcell 4730006712

distance 0.222

#13 · Chandrapurcell 4730007000

distance 0.224

#14 · Gadchirolicell 4750011322

distance 0.228 · cross-district

#15 · Gadchirolicell 4750011047

distance 0.229 · cross-district

#16 · Yavatmalcell 5000005784

distance 0.231 · cross-district

#17 · Chandrapurcell 4730005751

distance 0.231

#18 · Chandrapurcell 4730009510

distance 0.235

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":4730005437}}}'

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.