Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710003540

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

0.204

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710003017

distance 0.204

#2 · Bhandaracell 4710003323

distance 0.211

#3 · Bhandaracell 4710003603

distance 0.214

#4 · Gondiacell 4760004104

distance 0.22 · cross-district

#5 · Bhandaracell 4710003234

distance 0.223

#6 · Bhandaracell 4710003193

distance 0.238

#7 · Bhandaracell 4710003587

distance 0.246

#8 · Bhandaracell 4710003056

distance 0.247

#9 · Gondiacell 4760003480

distance 0.248 · cross-district

#10 · Gondiacell 4760003644

distance 0.249 · cross-district

#11 · Gondiacell 4760004145

distance 0.25 · cross-district

#12 · Bhandaracell 4710003571

distance 0.252

#13 · Gondiacell 4760004440

distance 0.253 · cross-district

#14 · Gondiacell 4760004293

distance 0.26 · cross-district

#15 · Bhandaracell 4710002621

distance 0.261

#16 · Bhandaracell 4710003279

distance 0.264

#17 · Bhandaracell 4710003596

distance 0.264

#18 · Bhandaracell 4710002640

distance 0.265

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":4710003540}}}'

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.