Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003441

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.208

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730004407

distance 0.208

#2 · Chandrapurcell 4730003674

distance 0.212

#3 · Chandrapurcell 4730003509

distance 0.214

#4 · Chandrapurcell 4730004312

distance 0.215

#5 · Bhandaracell 4710000349

distance 0.234 · cross-district

#6 · Chandrapurcell 4730003295

distance 0.236

#7 · Gadchirolicell 4750007822

distance 0.237 · cross-district

#8 · Wardhacell 4980000977

distance 0.237 · cross-district

#9 · Chandrapurcell 4730004502

distance 0.244

#10 · Chandrapurcell 4730004219

distance 0.245

#11 · Gadchirolicell 4750008102

distance 0.256 · cross-district

#12 · Nagpurcell 4840001210

distance 0.263 · cross-district

#13 · Chandrapurcell 4730005268

distance 0.27

#14 · Gadchirolicell 4750007821

distance 0.271 · cross-district

#15 · Jalgaoncell 4780001526

distance 0.273 · cross-district

#16 · Chandrapurcell 4730003941

distance 0.276

#17 · Akolacell 4670002130

distance 0.282 · cross-district

#18 · Jalgaoncell 4780003820

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":4730003441}}}'

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.