Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009068

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.179

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730008777

distance 0.179

#2 · Nagpurcell 4840000651

distance 0.193 · cross-district

#3 · Chandrapurcell 4730004956

distance 0.217

#4 · Chandrapurcell 4730006667

distance 0.219

#5 · Chandrapurcell 4730009391

distance 0.221

#6 · Chandrapurcell 4730008924

distance 0.228

#7 · Chandrapurcell 4730009160

distance 0.238

#8 · Chandrapurcell 4730009392

distance 0.239

#9 · Chandrapurcell 4730009206

distance 0.24

#10 · Jalgaoncell 4780000616

distance 0.242 · cross-district

#11 · Jalgaoncell 4780000657

distance 0.243 · cross-district

#12 · Gadchirolicell 4750011814

distance 0.244 · cross-district

#13 · Chandrapurcell 4730006030

distance 0.251

#14 · Chandrapurcell 4730006028

distance 0.252

#15 · Gadchirolicell 4750011809

distance 0.254 · cross-district

#16 · Chandrapurcell 4730001192

distance 0.255

#17 · Chandrapurcell 4730004957

distance 0.255

#18 · Gadchirolicell 4750011974

distance 0.258 · 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":4730009068}}}'

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.