Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880005796

The MH-36 locality cells most similar to this Dharashiv 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

0.114

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880005253

distance 0.114

#2 · Ahmednagarcell 4660001315

distance 0.149 · cross-district

#3 · Dharashivcell 4880004158

distance 0.149

#4 · Beedcell 4700002665

distance 0.159 · cross-district

#5 · Dharashivcell 4880004963

distance 0.165

#6 · Dharashivcell 4880004748

distance 0.167

#7 · Dharashivcell 4880006264

distance 0.168

#8 · Dharashivcell 4880004155

distance 0.172

#9 · Dharashivcell 4880004964

distance 0.173

#10 · Dharashivcell 4880004573

distance 0.177

#11 · Ahmednagarcell 4660002519

distance 0.177 · cross-district

#12 · Dharashivcell 4880005622

distance 0.18

#13 · Dharashivcell 4880004484

distance 0.181

#14 · Dharashivcell 4880004578

distance 0.182

#15 · Dharashivcell 4880004319

distance 0.183

#16 · Dharashivcell 4880004949

distance 0.184

#17 · Dharashivcell 4880004852

distance 0.19

#18 · Beedcell 4700002169

distance 0.19 · 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":488,"cluster_id":4880005796}}}'

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.