Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710003491

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

0.164

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710003225

distance 0.164

#2 · Bhandaracell 4710003180

distance 0.168

#3 · Bhandaracell 4710003525

distance 0.184

#4 · Bhandaracell 4710003624

distance 0.187

#5 · Bhandaracell 4710002908

distance 0.195

#6 · Bhandaracell 4710003528

distance 0.196

#7 · Bhandaracell 4710003091

distance 0.2

#8 · Bhandaracell 4710002575

distance 0.2

#9 · Bhandaracell 4710002912

distance 0.203

#10 · Bhandaracell 4710002978

distance 0.211

#11 · Gondiacell 4760003342

distance 0.216 · cross-district

#12 · Gondiacell 4760003422

distance 0.216 · cross-district

#13 · Bhandaracell 4710002974

distance 0.222

#14 · Bhandaracell 4710002976

distance 0.225

#15 · Gondiacell 4760004191

distance 0.228 · cross-district

#16 · Bhandaracell 4710003007

distance 0.229

#17 · Bhandaracell 4710002013

distance 0.23

#18 · Bhandaracell 4710003578

distance 0.231

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":4710003491}}}'

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.