Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730001883

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

0.109

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730002042

distance 0.109

#2 · Chandrapurcell 4730000892

distance 0.204

#3 · Jalgaoncell 4780004041

distance 0.204 · cross-district

#4 · Jalgaoncell 4780006222

distance 0.232 · cross-district

#5 · Nagpurcell 4840002283

distance 0.235 · cross-district

#6 · Jalgaoncell 4780005637

distance 0.239 · cross-district

#7 · Bhandaracell 4710000851

distance 0.239 · cross-district

#8 · Chandrapurcell 4730002040

distance 0.239

#9 · Jalgaoncell 4780004281

distance 0.239 · cross-district

#10 · Chandrapurcell 4730000882

distance 0.244

#11 · Nagpurcell 4840001231

distance 0.244 · cross-district

#12 · Nagpurcell 4840001238

distance 0.246 · cross-district

#13 · Yavatmalcell 5000006687

distance 0.249 · cross-district

#14 · Jalgaoncell 4780003312

distance 0.251 · cross-district

#15 · Jalgaoncell 4780005512

distance 0.252 · cross-district

#16 · Yavatmalcell 5000003418

distance 0.255 · cross-district

#17 · Gadchirolicell 4750006198

distance 0.259 · cross-district

#18 · Jalgaoncell 4780005650

distance 0.261 · 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":4730001883}}}'

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.