Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005355

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

0.223

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730009122

distance 0.223

#2 · Chandrapurcell 4730007116

distance 0.252

#3 · Wardhacell 4980000098

distance 0.265 · cross-district

#4 · Gadchirolicell 4750003492

distance 0.267 · cross-district

#5 · Chandrapurcell 4730002547

distance 0.269

#6 · Chandrapurcell 4730006392

distance 0.274

#7 · Jalgaoncell 4780006319

distance 0.275 · cross-district

#8 · Yavatmalcell 5000007339

distance 0.276 · cross-district

#9 · Chandrapurcell 4730004470

distance 0.278

#10 · Chandrapurcell 4730006995

distance 0.279

#11 · Nandurbarcell 4860002589

distance 0.286 · cross-district

#12 · Chandrapurcell 4730006667

distance 0.287

#13 · Jalgaoncell 4780003459

distance 0.289 · cross-district

#14 · Chandrapurcell 4730001835

distance 0.289

#15 · Chandrapurcell 4730004956

distance 0.29

#16 · Gadchirolicell 4750010507

distance 0.292 · cross-district

#17 · Yavatmalcell 5000006349

distance 0.292 · cross-district

#18 · Chandrapurcell 4730004469

distance 0.293

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":4730005355}}}'

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.