Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007263

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.125

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730007262

distance 0.125

#2 · Chandrapurcell 4730007351

distance 0.2

#3 · Chandrapurcell 4730007029

distance 0.206

#4 · Bhandaracell 4710001324

distance 0.216 · cross-district

#5 · Gondiacell 4760000205

distance 0.219 · cross-district

#6 · Chandrapurcell 4730009535

distance 0.222

#7 · Gadchirolicell 4750009795

distance 0.224 · cross-district

#8 · Chandrapurcell 4730007120

distance 0.225

#9 · Chandrapurcell 4730007148

distance 0.225

#10 · Chandrapurcell 4730006258

distance 0.226

#11 · Gadchirolicell 4750009677

distance 0.229 · cross-district

#12 · Gadchirolicell 4750010060

distance 0.23 · cross-district

#13 · Yavatmalcell 5000006089

distance 0.234 · cross-district

#14 · Gadchirolicell 4750009937

distance 0.236 · cross-district

#15 · Nagpurcell 4840005619

distance 0.237 · cross-district

#16 · Chandrapurcell 4730005905

distance 0.237

#17 · Bhandaracell 4710000921

distance 0.237 · cross-district

#18 · Yavatmalcell 5000005472

distance 0.242 · 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":4730007263}}}'

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.