Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001285

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.157

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001129

distance 0.157

#2 · Bhandaracell 4710001488

distance 0.165

#3 · Bhandaracell 4710001128

distance 0.176

#4 · Chandrapurcell 4730006264

distance 0.206 · cross-district

#5 · Bhandaracell 4710001000

distance 0.207

#6 · Bhandaracell 4710001430

distance 0.209

#7 · Wardhacell 4980001250

distance 0.212 · cross-district

#8 · Bhandaracell 4710001242

distance 0.216

#9 · Chandrapurcell 4730009061

distance 0.218 · cross-district

#10 · Bhandaracell 4710000248

distance 0.22

#11 · Yavatmalcell 5000009643

distance 0.221 · cross-district

#12 · Chandrapurcell 4730009691

distance 0.221 · cross-district

#13 · Gondiacell 4760000363

distance 0.224 · cross-district

#14 · Chandrapurcell 4730006004

distance 0.228 · cross-district

#15 · Nagpurcell 4840006380

distance 0.231 · cross-district

#16 · Gondiacell 4760000105

distance 0.232 · cross-district

#17 · Bhandaracell 4710001296

distance 0.233

#18 · Gondiacell 4760002057

distance 0.233 · 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":4710001285}}}'

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.