Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003018

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.178

lower = more alike (weighted)

The twins, closest first

#1 · Gadchirolicell 4750007809

distance 0.178 · cross-district

#2 · Yavatmalcell 5000005867

distance 0.187 · cross-district

#3 · Chandrapurcell 4730008281

distance 0.188

#4 · Yavatmalcell 5000009960

distance 0.189 · cross-district

#5 · Yavatmalcell 5000010168

distance 0.215 · cross-district

#6 · Nagpurcell 4840000937

distance 0.218 · cross-district

#7 · Gadchirolicell 4750010048

distance 0.218 · cross-district

#8 · Yavatmalcell 5000003286

distance 0.219 · cross-district

#9 · Chandrapurcell 4730005078

distance 0.223

#10 · Gondiacell 4760000240

distance 0.223 · cross-district

#11 · Chandrapurcell 4730007950

distance 0.229

#12 · Chandrapurcell 4730003348

distance 0.232

#13 · Gadchirolicell 4750009005

distance 0.238 · cross-district

#14 · Gadchirolicell 4750007354

distance 0.238 · cross-district

#15 · Chandrapurcell 4730003922

distance 0.239

#16 · Yavatmalcell 5000003255

distance 0.242 · cross-district

#17 · Buldhanacell 4720002450

distance 0.243 · cross-district

#18 · Gadchirolicell 4750007474

distance 0.244 · 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":4730003018}}}'

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.