Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710003423

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

0.078

lower = more alike (weighted)

The twins, closest first

#1 · Gondiacell 4760004085

distance 0.078 · cross-district

#2 · Gondiacell 4760003562

distance 0.091 · cross-district

#3 · Bhandaracell 4710003421

distance 0.105

#4 · Gondiacell 4760003432

distance 0.122 · cross-district

#5 · Gondiacell 4760004081

distance 0.151 · cross-district

#6 · Gondiacell 4760003355

distance 0.154 · cross-district

#7 · Bhandaracell 4710001364

distance 0.16

#8 · Bhandaracell 4710001464

distance 0.16

#9 · Gondiacell 4760004136

distance 0.16 · cross-district

#10 · Gondiacell 4760003781

distance 0.162 · cross-district

#11 · Gondiacell 4760001034

distance 0.167 · cross-district

#12 · Bhandaracell 4710001769

distance 0.168

#13 · Bhandaracell 4710003420

distance 0.168

#14 · Gondiacell 4760004229

distance 0.169 · cross-district

#15 · Gondiacell 4760004215

distance 0.169 · cross-district

#16 · Gondiacell 4760004224

distance 0.169 · cross-district

#17 · Gondiacell 4760004228

distance 0.177 · cross-district

#18 · Gondiacell 4760004306

distance 0.179 · 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":4710003423}}}'

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.