Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007675

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.217

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730007894

distance 0.217

#2 · Chandrapurcell 4730004792

distance 0.233

#3 · Chandrapurcell 4730005170

distance 0.244

#4 · Gadchirolicell 4750010841

distance 0.245 · cross-district

#5 · Gadchirolicell 4750008226

distance 0.248 · cross-district

#6 · Chandrapurcell 4730004598

distance 0.255

#7 · Chandrapurcell 4730004014

distance 0.268

#8 · Chandrapurcell 4730005782

distance 0.271

#9 · Yavatmalcell 5000010830

distance 0.275 · cross-district

#10 · Bhandaracell 4710000607

distance 0.277 · cross-district

#11 · Bhandaracell 4710000609

distance 0.277 · cross-district

#12 · Chandrapurcell 4730005892

distance 0.278

#13 · Gadchirolicell 4750011878

distance 0.278 · cross-district

#14 · Bhandaracell 4710000778

distance 0.282 · cross-district

#15 · Yavatmalcell 5000007857

distance 0.282 · cross-district

#16 · Chandrapurcell 4730004885

distance 0.283

#17 · Chandrapurcell 4730008355

distance 0.284

#18 · Bhandaracell 4710001423

distance 0.284 · 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":4730007675}}}'

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.