Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008015

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

0.163

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730008202

distance 0.163

#2 · Chandrapurcell 4730008209

distance 0.181

#3 · Gadchirolicell 4750010571

distance 0.187 · cross-district

#4 · Chandrapurcell 4730007695

distance 0.204

#5 · Bhandaracell 4710001567

distance 0.206 · cross-district

#6 · Chandrapurcell 4730003549

distance 0.206

#7 · Gadchirolicell 4750009498

distance 0.208 · cross-district

#8 · Chandrapurcell 4730007583

distance 0.21

#9 · Chandrapurcell 4730003810

distance 0.212

#10 · Chandrapurcell 4730008687

distance 0.213

#11 · Chandrapurcell 4730005672

distance 0.215

#12 · Chandrapurcell 4730003546

distance 0.216

#13 · Chandrapurcell 4730005778

distance 0.217

#14 · Bhandaracell 4710000556

distance 0.219 · cross-district

#15 · Chandrapurcell 4730004077

distance 0.22

#16 · Gadchirolicell 4750009451

distance 0.221 · cross-district

#17 · Gadchirolicell 4750008919

distance 0.223 · cross-district

#18 · Gadchirolicell 4750007348

distance 0.223 · 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":4730008015}}}'

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.