Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001030

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.179

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001425

distance 0.179

#2 · Bhandaracell 4710001569

distance 0.179

#3 · Bhandaracell 4710001047

distance 0.18

#4 · Bhandaracell 4710001341

distance 0.191

#5 · Bhandaracell 4710001518

distance 0.2

#6 · Gondiacell 4760001233

distance 0.205 · cross-district

#7 · Chandrapurcell 4730007928

distance 0.205 · cross-district

#8 · Bhandaracell 4710001236

distance 0.206

#9 · Bhandaracell 4710001618

distance 0.206

#10 · Gondiacell 4760001091

distance 0.208 · cross-district

#11 · Bhandaracell 4710001522

distance 0.208

#12 · Bhandaracell 4710002162

distance 0.21

#13 · Bhandaracell 4710001046

distance 0.211

#14 · Bhandaracell 4710001421

distance 0.212

#15 · Bhandaracell 4710000345

distance 0.214

#16 · Bhandaracell 4710001373

distance 0.216

#17 · Gondiacell 4760003952

distance 0.216 · cross-district

#18 · Bhandaracell 4710001340

distance 0.216

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":4710001030}}}'

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.