Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001266

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.073

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001110

distance 0.073

#2 · Bhandaracell 4710001220

distance 0.08

#3 · Bhandaracell 4710001265

distance 0.081

#4 · Bhandaracell 4710001270

distance 0.09

#5 · Bhandaracell 4710002323

distance 0.102

#6 · Bhandaracell 4710001078

distance 0.104

#7 · Bhandaracell 4710000950

distance 0.105

#8 · Gondiacell 4760001898

distance 0.124 · cross-district

#9 · Bhandaracell 4710001374

distance 0.131

#10 · Bhandaracell 4710001776

distance 0.134

#11 · Bhandaracell 4710001376

distance 0.136

#12 · Bhandaracell 4710001329

distance 0.138

#13 · Gondiacell 4760001973

distance 0.141 · cross-district

#14 · Gondiacell 4760000559

distance 0.143 · cross-district

#15 · Gondiacell 4760000560

distance 0.144 · cross-district

#16 · Bhandaracell 4710001291

distance 0.144

#17 · Gondiacell 4760000733

distance 0.145 · cross-district

#18 · Bhandaracell 4710001568

distance 0.145

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":4710001266}}}'

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.