Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001518

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.113

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001328

distance 0.113

#2 · Bhandaracell 4710001375

distance 0.115

#3 · Bhandaracell 4710001339

distance 0.121

#4 · Bhandaracell 4710001721

distance 0.125

#5 · Bhandaracell 4710000530

distance 0.128

#6 · Bhandaracell 4710000855

distance 0.139

#7 · Bhandaracell 4710001421

distance 0.147

#8 · Gondiacell 4760004140

distance 0.148 · cross-district

#9 · Bhandaracell 4710001541

distance 0.151

#10 · Bhandaracell 4710001569

distance 0.156

#11 · Bhandaracell 4710001618

distance 0.156

#12 · Bhandaracell 4710001717

distance 0.159

#13 · Gondiacell 4760003044

distance 0.161 · cross-district

#14 · Bhandaracell 4710001522

distance 0.163

#15 · Bhandaracell 4710001832

distance 0.164

#16 · Bhandaracell 4710001046

distance 0.165

#17 · Bhandaracell 4710002114

distance 0.166

#18 · Chandrapurcell 4730007480

distance 0.167 · 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":4710001518}}}'

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.