Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001172

The MH-36 locality cells most similar to this Bhandara 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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.221

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840008481

distance 0.221 · cross-district

#2 · Gadchirolicell 4750012429

distance 0.24 · cross-district

#3 · Bhandaracell 4710002960

distance 0.252

#4 · Nagpurcell 4840002647

distance 0.256 · cross-district

#5 · Nagpurcell 4840000913

distance 0.274 · cross-district

#6 · Bhandaracell 4710002628

distance 0.28

#7 · Yavatmalcell 5000007688

distance 0.281 · cross-district

#8 · Gadchirolicell 4750012317

distance 0.284 · cross-district

#9 · Yavatmalcell 5000008188

distance 0.294 · cross-district

#10 · Bhandaracell 4710002924

distance 0.295

#11 · Nagpurcell 4840003713

distance 0.298 · cross-district

#12 · Nagpurcell 4840008359

distance 0.302 · cross-district

#13 · Yavatmalcell 5000007277

distance 0.302 · cross-district

#14 · Yavatmalcell 5000007175

distance 0.304 · cross-district

#15 · Nagpurcell 4840003418

distance 0.306 · cross-district

#16 · Yavatmalcell 5000008075

distance 0.308 · cross-district

#17 · Nagpurcell 4840006256

distance 0.308 · cross-district

#18 · Nagpurcell 4840008246

distance 0.312 · 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":471,"cluster_id":4710001172}}}'

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.