Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002563

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

0.173

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710002393

distance 0.173

#2 · Gondiacell 4760003124

distance 0.181 · cross-district

#3 · Gondiacell 4760003192

distance 0.182 · cross-district

#4 · Bhandaracell 4710001083

distance 0.187

#5 · Bhandaracell 4710000985

distance 0.189

#6 · Gondiacell 4760001853

distance 0.199 · cross-district

#7 · Gondiacell 4760003036

distance 0.2 · cross-district

#8 · Gondiacell 4760003508

distance 0.202 · cross-district

#9 · Gondiacell 4760000920

distance 0.204 · cross-district

#10 · Gondiacell 4760003424

distance 0.212 · cross-district

#11 · Bhandaracell 4710000843

distance 0.214

#12 · Bhandaracell 4710002299

distance 0.216

#13 · Bhandaracell 4710001230

distance 0.216

#14 · Gondiacell 4760003204

distance 0.222 · cross-district

#15 · Gondiacell 4760003126

distance 0.223 · cross-district

#16 · Gondiacell 4760004171

distance 0.223 · cross-district

#17 · Gondiacell 4760003120

distance 0.224 · cross-district

#18 · Gondiacell 4760003117

distance 0.225 · 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":4710002563}}}'

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.