Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008591

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.185

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730007345

distance 0.185

#2 · Chandrapurcell 4730008732

distance 0.194

#3 · Chandrapurcell 4730008734

distance 0.212

#4 · Chandrapurcell 4730008816

distance 0.216

#5 · Gadchirolicell 4750010567

distance 0.216 · cross-district

#6 · Chandrapurcell 4730007471

distance 0.225

#7 · Gadchirolicell 4750010179

distance 0.248 · cross-district

#8 · Gadchirolicell 4750010377

distance 0.253 · cross-district

#9 · Chandrapurcell 4730007228

distance 0.256

#10 · Chandrapurcell 4730009548

distance 0.257

#11 · Chandrapurcell 4730009028

distance 0.258

#12 · Gadchirolicell 4750009797

distance 0.262 · cross-district

#13 · Chandrapurcell 4730009602

distance 0.265

#14 · Chandrapurcell 4730009696

distance 0.266

#15 · Chandrapurcell 4730009233

distance 0.268

#16 · Bhandaracell 4710001472

distance 0.268 · cross-district

#17 · Chandrapurcell 4730009230

distance 0.27

#18 · Gadchirolicell 4750010185

distance 0.272 · 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":4730008591}}}'

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.