Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710003408

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 1 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.102

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710003271

distance 0.102

#2 · Bhandaracell 4710003441

distance 0.116

#3 · Bhandaracell 4710003352

distance 0.116

#4 · Bhandaracell 4710003278

distance 0.117

#5 · Bhandaracell 4710003480

distance 0.119

#6 · Bhandaracell 4710003437

distance 0.122

#7 · Bhandaracell 4710003444

distance 0.127

#8 · Bhandaracell 4710003262

distance 0.13

#9 · Bhandaracell 4710003519

distance 0.132

#10 · Bhandaracell 4710003534

distance 0.133

#11 · Bhandaracell 4710003564

distance 0.133

#12 · Bhandaracell 4710003440

distance 0.135

#13 · Bhandaracell 4710003135

distance 0.139

#14 · Bhandaracell 4710003520

distance 0.143

#15 · Bhandaracell 4710003399

distance 0.143

#16 · Bhandaracell 4710003482

distance 0.143

#17 · Bhandaracell 4710003563

distance 0.143

#18 · Bhandaracell 4710003481

distance 0.144

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":4710003408}}}'

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.