Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002459

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

0.034

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710002412

distance 0.034

#2 · Bhandaracell 4710002411

distance 0.061

#3 · Bhandaracell 4710002503

distance 0.068

#4 · Bhandaracell 4710002461

distance 0.068

#5 · Bhandaracell 4710002501

distance 0.077

#6 · Bhandaracell 4710002409

distance 0.08

#7 · Bhandaracell 4710002460

distance 0.086

#8 · Bhandaracell 4710002364

distance 0.093

#9 · Bhandaracell 4710002408

distance 0.099

#10 · Bhandaracell 4710002536

distance 0.1

#11 · Gondiacell 4760002456

distance 0.1 · cross-district

#12 · Bhandaracell 4710002535

distance 0.101

#13 · Bhandaracell 4710002410

distance 0.107

#14 · Bhandaracell 4710002463

distance 0.116

#15 · Bhandaracell 4710002413

distance 0.122

#16 · Bhandaracell 4710002499

distance 0.128

#17 · Gondiacell 4760002197

distance 0.128 · cross-district

#18 · Gondiacell 4760002381

distance 0.128 · 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":4710002459}}}'

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.