Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730006584

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 7 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.186

lower = more alike (weighted)

The twins, closest first

#1 · Wardhacell 4980001280

distance 0.186 · cross-district

#2 · Bhandaracell 4710001056

distance 0.229 · cross-district

#3 · Yavatmalcell 5000009926

distance 0.239 · cross-district

#4 · Bhandaracell 4710001112

distance 0.239 · cross-district

#5 · Gadchirolicell 4750008678

distance 0.241 · cross-district

#6 · Chandrapurcell 4730005375

distance 0.243

#7 · Wardhacell 4980002038

distance 0.248 · cross-district

#8 · Nagpurcell 4840003052

distance 0.251 · cross-district

#9 · Yavatmalcell 5000009142

distance 0.253 · cross-district

#10 · Bhandaracell 4710001424

distance 0.253 · cross-district

#11 · Yavatmalcell 5000009811

distance 0.255 · cross-district

#12 · Chandrapurcell 4730004123

distance 0.257

#13 · Bhandaracell 4710001420

distance 0.257 · cross-district

#14 · Gondiacell 4760000921

distance 0.268 · cross-district

#15 · Nagpurcell 4840005479

distance 0.268 · cross-district

#16 · Chandrapurcell 4730003516

distance 0.268

#17 · Chandrapurcell 4730007443

distance 0.269

#18 · Wardhacell 4980000188

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":4730006584}}}'

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.