Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710003590

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.208

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710003571

distance 0.208

#2 · Bhandaracell 4710003596

distance 0.228

#3 · Bhandaracell 4710003311

distance 0.231

#4 · Bhandaracell 4710002640

distance 0.231

#5 · Gondiacell 4760004340

distance 0.236 · cross-district

#6 · Gondiacell 4760004214

distance 0.239 · cross-district

#7 · Bhandaracell 4710003606

distance 0.24

#8 · Gondiacell 4760004302

distance 0.25 · cross-district

#9 · Bhandaracell 4710002249

distance 0.251

#10 · Bhandaracell 4710002214

distance 0.253

#11 · Bhandaracell 4710003067

distance 0.256

#12 · Bhandaracell 4710003139

distance 0.261

#13 · Gondiacell 4760004454

distance 0.262 · cross-district

#14 · Bhandaracell 4710003485

distance 0.262

#15 · Gondiacell 4760004145

distance 0.262 · cross-district

#16 · Gondiacell 4760004471

distance 0.265 · cross-district

#17 · Nagpurcell 4840003324

distance 0.266 · cross-district

#18 · Gondiacell 4760003341

distance 0.267 · 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":4710003590}}}'

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.