Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710003465

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.207

lower = more alike (weighted)

The twins, closest first

#1 · Gondiacell 4760003996

distance 0.207 · cross-district

#2 · Gondiacell 4760004039

distance 0.212 · cross-district

#3 · Gondiacell 4760003729

distance 0.226 · cross-district

#4 · Gondiacell 4760004083

distance 0.231 · cross-district

#5 · Bhandaracell 4710001125

distance 0.233

#6 · Bhandaracell 4710000257

distance 0.236

#7 · Bhandaracell 4710000992

distance 0.244

#8 · Gondiacell 4760003351

distance 0.252 · cross-district

#9 · Wardhacell 4980001661

distance 0.263 · cross-district

#10 · Gondiacell 4760003566

distance 0.263 · cross-district

#11 · Gondiacell 4760003357

distance 0.265 · cross-district

#12 · Wardhacell 4980003159

distance 0.269 · cross-district

#13 · Wardhacell 4980000656

distance 0.271 · cross-district

#14 · Gondiacell 4760003276

distance 0.277 · cross-district

#15 · Gondiacell 4760003219

distance 0.278 · cross-district

#16 · Chandrapurcell 4730008207

distance 0.28 · cross-district

#17 · Gondiacell 4760000980

distance 0.281 · cross-district

#18 · Gondiacell 4760001142

distance 0.286 · 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":4710003465}}}'

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.