Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001956

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 3 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.113

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710002230

distance 0.113

#2 · Nagpurcell 4840006141

distance 0.188 · cross-district

#3 · Gondiacell 4760002014

distance 0.189 · cross-district

#4 · Bhandaracell 4710001103

distance 0.189

#5 · Nagpurcell 4840002655

distance 0.192 · cross-district

#6 · Nagpurcell 4840004215

distance 0.196 · cross-district

#7 · Nagpurcell 4840006836

distance 0.201 · cross-district

#8 · Nagpurcell 4840004109

distance 0.202 · cross-district

#9 · Bhandaracell 4710002931

distance 0.207

#10 · Nagpurcell 4840006621

distance 0.209 · cross-district

#11 · Gondiacell 4760003271

distance 0.213 · cross-district

#12 · Nagpurcell 4840006620

distance 0.217 · cross-district

#13 · Nagpurcell 4840002949

distance 0.218 · cross-district

#14 · Bhandaracell 4710001468

distance 0.224

#15 · Bhandaracell 4710002897

distance 0.225

#16 · Gondiacell 4760000862

distance 0.226 · cross-district

#17 · Nagpurcell 4840006386

distance 0.227 · cross-district

#18 · Bhandaracell 4710001509

distance 0.233

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":4710001956}}}'

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.