Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001427

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

0.111

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001426

distance 0.111

#2 · Bhandaracell 4710001670

distance 0.113

#3 · Bhandaracell 4710001523

distance 0.123

#4 · Gondiacell 4760004187

distance 0.158 · cross-district

#5 · Nagpurcell 4840002299

distance 0.162 · cross-district

#6 · Bhandaracell 4710001385

distance 0.164

#7 · Bhandaracell 4710001532

distance 0.164

#8 · Bhandaracell 4710001660

distance 0.165

#9 · Bhandaracell 4710001679

distance 0.167

#10 · Gondiacell 4760003197

distance 0.168 · cross-district

#11 · Gondiacell 4760003494

distance 0.169 · cross-district

#12 · Bhandaracell 4710001431

distance 0.17

#13 · Bhandaracell 4710001527

distance 0.174

#14 · Wardhacell 4980001272

distance 0.178 · cross-district

#15 · Gondiacell 4760003361

distance 0.179 · cross-district

#16 · Chandrapurcell 4730004888

distance 0.18 · cross-district

#17 · Nagpurcell 4840000880

distance 0.18 · cross-district

#18 · Bhandaracell 4710001524

distance 0.181

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":4710001427}}}'

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.