Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710000716

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

0.104

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710000718

distance 0.104

#2 · Bhandaracell 4710000543

distance 0.159

#3 · Bhandaracell 4710000755

distance 0.167

#4 · Chandrapurcell 4730009606

distance 0.176 · cross-district

#5 · Bhandaracell 4710000627

distance 0.179

#6 · Bhandaracell 4710000588

distance 0.191

#7 · Bhandaracell 4710000548

distance 0.201

#8 · Bhandaracell 4710000375

distance 0.201

#9 · Bhandaracell 4710000587

distance 0.209

#10 · Bhandaracell 4710000714

distance 0.212

#11 · Bhandaracell 4710000757

distance 0.219

#12 · Bhandaracell 4710000547

distance 0.221

#13 · Chandrapurcell 4730009605

distance 0.229 · cross-district

#14 · Bhandaracell 4710000582

distance 0.229

#15 · Bhandaracell 4710000636

distance 0.231

#16 · Bhandaracell 4710000149

distance 0.233

#17 · Chandrapurcell 4730007340

distance 0.236 · cross-district

#18 · Chandrapurcell 4730009742

distance 0.237 · 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":4710000716}}}'

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.