Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001079

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

0.175

lower = more alike (weighted)

The twins, closest first

#1 · Gondiacell 4760001897

distance 0.175 · cross-district

#2 · Bhandaracell 4710001032

distance 0.18

#3 · Bhandaracell 4710002273

distance 0.191

#4 · Gondiacell 4760000622

distance 0.203 · cross-district

#5 · Bhandaracell 4710001078

distance 0.218

#6 · Bhandaracell 4710001265

distance 0.229

#7 · Bhandaracell 4710002152

distance 0.235

#8 · Bhandaracell 4710002155

distance 0.236

#9 · Bhandaracell 4710003392

distance 0.247

#10 · Bhandaracell 4710001200

distance 0.253

#11 · Bhandaracell 4710002157

distance 0.255

#12 · Gondiacell 4760002013

distance 0.257 · cross-district

#13 · Gondiacell 4760002533

distance 0.258 · cross-district

#14 · Bhandaracell 4710003593

distance 0.259

#15 · Bhandaracell 4710003346

distance 0.262

#16 · Gondiacell 4760001973

distance 0.265 · cross-district

#17 · Bhandaracell 4710001246

distance 0.269

#18 · Gondiacell 4760002056

distance 0.275 · 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":4710001079}}}'

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.