Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001197

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 5 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 · Gondiacell 4760001097

distance 0.164 · cross-district

#2 · Wardhacell 4980000242

distance 0.183 · cross-district

#3 · Bhandaracell 4710001676

distance 0.184

#4 · Bhandaracell 4710000930

distance 0.186

#5 · Bhandaracell 4710000688

distance 0.193

#6 · Bhandaracell 4710001252

distance 0.202

#7 · Yavatmalcell 5000007313

distance 0.206 · cross-district

#8 · Chandrapurcell 4730005787

distance 0.217 · cross-district

#9 · Bhandaracell 4710002057

distance 0.217

#10 · Chandrapurcell 4730006009

distance 0.219 · cross-district

#11 · Wardhacell 4980001748

distance 0.22 · cross-district

#12 · Chandrapurcell 4730008898

distance 0.221 · cross-district

#13 · Yavatmalcell 5000008451

distance 0.222 · cross-district

#14 · Bhandaracell 4710001627

distance 0.225

#15 · Bhandaracell 4710001384

distance 0.225

#16 · Bhandaracell 4710001245

distance 0.227

#17 · Yavatmalcell 5000009970

distance 0.23 · cross-district

#18 · Chandrapurcell 4730009199

distance 0.231 · 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":4710001197}}}'

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.