Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002502

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

0.063

lower = more alike (weighted)

The twins, closest first

#1 · Gondiacell 4760002706

distance 0.063 · cross-district

#2 · Gondiacell 4760002543

distance 0.084 · cross-district

#3 · Gondiacell 4760002707

distance 0.091 · cross-district

#4 · Gondiacell 4760002542

distance 0.109 · cross-district

#5 · Bhandaracell 4710002092

distance 0.112

#6 · Bhandaracell 4710001362

distance 0.112

#7 · Bhandaracell 4710002413

distance 0.118

#8 · Gondiacell 4760002460

distance 0.121 · cross-district

#9 · Bhandaracell 4710002357

distance 0.122

#10 · Gondiacell 4760002457

distance 0.123 · cross-district

#11 · Bhandaracell 4710002463

distance 0.125

#12 · Gondiacell 4760002383

distance 0.126 · cross-district

#13 · Gondiacell 4760002878

distance 0.127 · cross-district

#14 · Bhandaracell 4710002498

distance 0.133

#15 · Gondiacell 4760002625

distance 0.133 · cross-district

#16 · Bhandaracell 4710002405

distance 0.134

#17 · Bhandaracell 4710002364

distance 0.137

#18 · Gondiacell 4760002626

distance 0.138 · 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":4710002502}}}'

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.