Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003628

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

0.141

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730003627

distance 0.141

#2 · Chandrapurcell 4730003562

distance 0.155

#3 · Chandrapurcell 4730003726

distance 0.193

#4 · Gadchirolicell 4750009101

distance 0.196 · cross-district

#5 · Gadchirolicell 4750007480

distance 0.201 · cross-district

#6 · Akolacell 4670003673

distance 0.206 · cross-district

#7 · Chandrapurcell 4730003888

distance 0.207

#8 · Akolacell 4670002984

distance 0.214 · cross-district

#9 · Akolacell 4670001579

distance 0.215 · cross-district

#10 · Gadchirolicell 4750006127

distance 0.215 · cross-district

#11 · Yavatmalcell 5000008486

distance 0.216 · cross-district

#12 · Solapurcell 4960010309

distance 0.218 · cross-district

#13 · Chandrapurcell 4730003414

distance 0.22

#14 · Chandrapurcell 4730003556

distance 0.225

#15 · Gadchirolicell 4750008960

distance 0.225 · cross-district

#16 · Chandrapurcell 4730003793

distance 0.226

#17 · Jalgaoncell 4780005219

distance 0.226 · cross-district

#18 · Gadchirolicell 4750009793

distance 0.227 · 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":4730003628}}}'

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.