Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002945

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 1 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.141

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710002916

distance 0.141

#2 · Bhandaracell 4710003630

distance 0.148

#3 · Bhandaracell 4710003309

distance 0.151

#4 · Bhandaracell 4710003620

distance 0.163

#5 · Bhandaracell 4710002948

distance 0.165

#6 · Bhandaracell 4710003629

distance 0.175

#7 · Bhandaracell 4710002947

distance 0.18

#8 · Bhandaracell 4710003621

distance 0.183

#9 · Bhandaracell 4710002951

distance 0.19

#10 · Bhandaracell 4710003614

distance 0.193

#11 · Bhandaracell 4710003628

distance 0.193

#12 · Bhandaracell 4710002888

distance 0.197

#13 · Bhandaracell 4710002942

distance 0.203

#14 · Bhandaracell 4710002944

distance 0.203

#15 · Bhandaracell 4710002912

distance 0.208

#16 · Bhandaracell 4710002831

distance 0.208

#17 · Bhandaracell 4710003528

distance 0.216

#18 · Bhandaracell 4710003091

distance 0.224

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":4710002945}}}'

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.