Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880004403

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

0.155

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880005876

distance 0.155

#2 · Dharashivcell 4880005349

distance 0.161

#3 · Dharashivcell 4880004668

distance 0.162

#4 · Dharashivcell 4880004241

distance 0.164

#5 · Ahmednagarcell 4660003197

distance 0.165 · cross-district

#6 · Dharashivcell 4880004398

distance 0.174

#7 · Dharashivcell 4880005149

distance 0.177

#8 · Ahmednagarcell 4660001920

distance 0.187 · cross-district

#9 · Ahmednagarcell 4660002232

distance 0.188 · cross-district

#10 · Ahmednagarcell 4660000784

distance 0.193 · cross-district

#11 · Ahmednagarcell 4660007719

distance 0.197 · cross-district

#12 · Beedcell 4700001393

distance 0.197 · cross-district

#13 · Dharashivcell 4880004233

distance 0.197

#14 · Ahmednagarcell 4660001814

distance 0.202 · cross-district

#15 · Ahmednagarcell 4660002215

distance 0.206 · cross-district

#16 · Dharashivcell 4880006222

distance 0.207

#17 · Dharashivcell 4880006104

distance 0.208

#18 · Dharashivcell 4880004858

distance 0.209

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":4880004403}}}'

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.