Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004721

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

0.206

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730006767

distance 0.206

#2 · Chandrapurcell 4730004720

distance 0.208

#3 · Yavatmalcell 5000002205

distance 0.211 · cross-district

#4 · Gadchirolicell 4750006747

distance 0.213 · cross-district

#5 · Chandrapurcell 4730002151

distance 0.215

#6 · Chandrapurcell 4730007448

distance 0.242

#7 · Chandrapurcell 4730002690

distance 0.244

#8 · Chandrapurcell 4730002302

distance 0.247

#9 · Yavatmalcell 5000007152

distance 0.254 · cross-district

#10 · Nagpurcell 4840000404

distance 0.256 · cross-district

#11 · Chandrapurcell 4730002225

distance 0.261

#12 · Chandrapurcell 4730001550

distance 0.266

#13 · Chandrapurcell 4730007626

distance 0.268

#14 · Gadchirolicell 4750005931

distance 0.269 · cross-district

#15 · Yavatmalcell 5000007408

distance 0.27 · cross-district

#16 · Gadchirolicell 4750005982

distance 0.274 · cross-district

#17 · Chandrapurcell 4730004439

distance 0.275

#18 · Yavatmalcell 5000004702

distance 0.279 · 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":4730004721}}}'

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.