Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001224

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

0.092

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001177

distance 0.092

#2 · Bhandaracell 4710001176

distance 0.094

#3 · Bhandaracell 4710001459

distance 0.108

#4 · Bhandaracell 4710001142

distance 0.112

#5 · Bhandaracell 4710002451

distance 0.116

#6 · Gondiacell 4760002379

distance 0.128 · cross-district

#7 · Bhandaracell 4710001108

distance 0.13

#8 · Gondiacell 4760002469

distance 0.132 · cross-district

#9 · Gondiacell 4760002321

distance 0.133 · cross-district

#10 · Gondiacell 4760002380

distance 0.133 · cross-district

#11 · Bhandaracell 4710001179

distance 0.139

#12 · Gondiacell 4760002451

distance 0.141 · cross-district

#13 · Bhandaracell 4710001141

distance 0.145

#14 · Bhandaracell 4710001107

distance 0.153

#15 · Bhandaracell 4710002450

distance 0.158

#16 · Bhandaracell 4710001143

distance 0.162

#17 · Gondiacell 4760002552

distance 0.165 · cross-district

#18 · Amravaticell 4680007609

distance 0.168 · 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":4710001224}}}'

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.