Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002191

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 2 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.112

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710002243

distance 0.112

#2 · Bhandaracell 4710002343

distance 0.127

#3 · Bhandaracell 4710002194

distance 0.18

#4 · Bhandaracell 4710002294

distance 0.193

#5 · Bhandaracell 4710001798

distance 0.196

#6 · Gondiacell 4760001928

distance 0.202 · cross-district

#7 · Bhandaracell 4710002293

distance 0.204

#8 · Bhandaracell 4710001151

distance 0.213

#9 · Gondiacell 4760003490

distance 0.216 · cross-district

#10 · Gondiacell 4760001852

distance 0.216 · cross-district

#11 · Gondiacell 4760001738

distance 0.219 · cross-district

#12 · Gondiacell 4760003014

distance 0.226 · cross-district

#13 · Gondiacell 4760003504

distance 0.227 · cross-district

#14 · Bhandaracell 4710002193

distance 0.229

#15 · Bhandaracell 4710001052

distance 0.229

#16 · Bhandaracell 4710001415

distance 0.231

#17 · Gondiacell 4760002865

distance 0.231 · cross-district

#18 · Bhandaracell 4710002295

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":4710002191}}}'

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.