Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002641

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.121

lower = more alike (weighted)

The twins, closest first

#1 · Gondiacell 4760002530

distance 0.121 · cross-district

#2 · Bhandaracell 4710002299

distance 0.129

#3 · Bhandaracell 4710002629

distance 0.15

#4 · Gondiacell 4760002867

distance 0.15 · cross-district

#5 · Gondiacell 4760002869

distance 0.168 · cross-district

#6 · Bhandaracell 4710002196

distance 0.168

#7 · Gondiacell 4760003125

distance 0.174 · cross-district

#8 · Gondiacell 4760002944

distance 0.175 · cross-district

#9 · Gondiacell 4760003041

distance 0.176 · cross-district

#10 · Bhandaracell 4710001497

distance 0.177

#11 · Bhandaracell 4710002527

distance 0.181

#12 · Bhandaracell 4710001920

distance 0.181

#13 · Bhandaracell 4710001118

distance 0.181

#14 · Bhandaracell 4710001598

distance 0.184

#15 · Bhandaracell 4710001811

distance 0.186

#16 · Bhandaracell 4710001396

distance 0.186

#17 · Amravaticell 4680009024

distance 0.187 · cross-district

#18 · Gondiacell 4760002199

distance 0.188 · 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":4710002641}}}'

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.