Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003294

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 9 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.194

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730007955

distance 0.194

#2 · Gadchirolicell 4750010633

distance 0.21 · cross-district

#3 · Gadchirolicell 4750011671

distance 0.211 · cross-district

#4 · Gadchirolicell 4750007475

distance 0.216 · cross-district

#5 · Chandrapurcell 4730003659

distance 0.222

#6 · Nagpurcell 4840001222

distance 0.223 · cross-district

#7 · Chandrapurcell 4730006732

distance 0.225

#8 · Washimcell 4990002428

distance 0.225 · cross-district

#9 · Bhandaracell 4710001126

distance 0.228 · cross-district

#10 · Chandrapurcell 4730004008

distance 0.228

#11 · Buldhanacell 4720006793

distance 0.229 · cross-district

#12 · Gadchirolicell 4750010243

distance 0.229 · cross-district

#13 · Yavatmalcell 5000009092

distance 0.23 · cross-district

#14 · Gadchirolicell 4750007961

distance 0.231 · cross-district

#15 · Wardhacell 4980001824

distance 0.232 · cross-district

#16 · Chandrapurcell 4730003575

distance 0.233

#17 · Gadchirolicell 4750007482

distance 0.235 · cross-district

#18 · Jalgaoncell 4780002438

distance 0.237 · 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":4730003294}}}'

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.