Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730000607

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.11

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730000605

distance 0.11

#2 · Chandrapurcell 4730000687

distance 0.163

#3 · Chandrapurcell 4730000599

distance 0.199

#4 · Gadchirolicell 4750005397

distance 0.208 · cross-district

#5 · Gadchirolicell 4750005218

distance 0.221 · cross-district

#6 · Gadchirolicell 4750005310

distance 0.222 · cross-district

#7 · Jalgaoncell 4780010063

distance 0.226 · cross-district

#8 · Chandrapurcell 4730000679

distance 0.231

#9 · Gadchirolicell 4750005219

distance 0.237 · cross-district

#10 · Nagpurcell 4840007022

distance 0.239 · cross-district

#11 · Gadchirolicell 4750005574

distance 0.244 · cross-district

#12 · Nagpurcell 4840007676

distance 0.244 · cross-district

#13 · Chandrapurcell 4730001107

distance 0.245

#14 · Yavatmalcell 5000006624

distance 0.246 · cross-district

#15 · Yavatmalcell 5000003897

distance 0.246 · cross-district

#16 · Gadchirolicell 4750005830

distance 0.246 · cross-district

#17 · Chandrapurcell 4730000770

distance 0.246

#18 · Yavatmalcell 5000003900

distance 0.246 · 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":4730000607}}}'

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.