Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001200

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

0.176

lower = more alike (weighted)

The twins, closest first

#1 · Gondiacell 4760001239

distance 0.176 · cross-district

#2 · Bhandaracell 4710001032

distance 0.179

#3 · Chandrapurcell 4730008203

distance 0.196 · cross-district

#4 · Chandrapurcell 4730008756

distance 0.204 · cross-district

#5 · Gondiacell 4760003290

distance 0.223 · cross-district

#6 · Gondiacell 4760000098

distance 0.229 · cross-district

#7 · Bhandaracell 4710001615

distance 0.231

#8 · Bhandaracell 4710001313

distance 0.232

#9 · Bhandaracell 4710001017

distance 0.234

#10 · Bhandaracell 4710001064

distance 0.236

#11 · Bhandaracell 4710001666

distance 0.241

#12 · Chandrapurcell 4730008452

distance 0.241 · cross-district

#13 · Chandrapurcell 4730006119

distance 0.243 · cross-district

#14 · Bhandaracell 4710001031

distance 0.244

#15 · Gadchirolicell 4750009159

distance 0.246 · cross-district

#16 · Chandrapurcell 4730006233

distance 0.246 · cross-district

#17 · Bhandaracell 4710001616

distance 0.247

#18 · Chandrapurcell 4730006237

distance 0.25 · 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":4710001200}}}'

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.