Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001328

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

0.024

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001375

distance 0.024

#2 · Bhandaracell 4710001339

distance 0.078

#3 · Bhandaracell 4710000855

distance 0.094

#4 · Bhandaracell 4710001518

distance 0.113

#5 · Gondiacell 4760003044

distance 0.124 · cross-district

#6 · Chandrapurcell 4730008117

distance 0.138 · cross-district

#7 · Gondiacell 4760003208

distance 0.139 · cross-district

#8 · Chandrapurcell 4730007357

distance 0.144 · cross-district

#9 · Chandrapurcell 4730007818

distance 0.15 · cross-district

#10 · Bhandaracell 4710001721

distance 0.151

#11 · Bhandaracell 4710001338

distance 0.152

#12 · Bhandaracell 4710001460

distance 0.153

#13 · Bhandaracell 4710002220

distance 0.158

#14 · Bhandaracell 4710001454

distance 0.158

#15 · Bhandaracell 4710000530

distance 0.159

#16 · Bhandaracell 4710001643

distance 0.161

#17 · Bhandaracell 4710000929

distance 0.162

#18 · Bhandaracell 4710001378

distance 0.164

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":4710001328}}}'

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.