Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008469

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.149

lower = more alike (weighted)

The twins, closest first

#1 · Gadchirolicell 4750010899

distance 0.149 · cross-district

#2 · Chandrapurcell 4730007935

distance 0.155

#3 · Gadchirolicell 4750011575

distance 0.183 · cross-district

#4 · Chandrapurcell 4730006667

distance 0.189

#5 · Chandrapurcell 4730008470

distance 0.191

#6 · Gadchirolicell 4750011668

distance 0.208 · cross-district

#7 · Gadchirolicell 4750010189

distance 0.215 · cross-district

#8 · Gondiacell 4760000031

distance 0.218 · cross-district

#9 · Gadchirolicell 4750011722

distance 0.222 · cross-district

#10 · Gadchirolicell 4750009733

distance 0.222 · cross-district

#11 · Chandrapurcell 4730009271

distance 0.227

#12 · Chandrapurcell 4730008383

distance 0.228

#13 · Yavatmalcell 5000006349

distance 0.23 · cross-district

#14 · Chandrapurcell 4730009520

distance 0.233

#15 · Chandrapurcell 4730008577

distance 0.234

#16 · Nagpurcell 4840000116

distance 0.237 · cross-district

#17 · Chandrapurcell 4730007715

distance 0.237

#18 · Gadchirolicell 4750010432

distance 0.241 · 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":4730008469}}}'

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.