Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730006052

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.246

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000006343

distance 0.246 · cross-district

#2 · Nagpurcell 4840004623

distance 0.249 · cross-district

#3 · Yavatmalcell 5000002068

distance 0.252 · cross-district

#4 · Wardhacell 4980001769

distance 0.256 · cross-district

#5 · Chandrapurcell 4730003762

distance 0.257

#6 · Chandrapurcell 4730006197

distance 0.266

#7 · Chandrapurcell 4730002433

distance 0.267

#8 · Jalgaoncell 4780009115

distance 0.272 · cross-district

#9 · Jalgaoncell 4780003597

distance 0.277 · cross-district

#10 · Jalgaoncell 4780003685

distance 0.279 · cross-district

#11 · Yavatmalcell 5000008565

distance 0.282 · cross-district

#12 · Wardhacell 4980000088

distance 0.282 · cross-district

#13 · Chandrapurcell 4730005938

distance 0.286

#14 · Yavatmalcell 5000004880

distance 0.288 · cross-district

#15 · Parbhanicell 4890003102

distance 0.29 · cross-district

#16 · Jalgaoncell 4780006105

distance 0.29 · cross-district

#17 · Wardhacell 4980001569

distance 0.292 · cross-district

#18 · Gadchirolicell 4750005804

distance 0.293 · 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":4730006052}}}'

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.