Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880005437

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.152

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700002504

distance 0.152 · cross-district

#2 · Beedcell 4700002675

distance 0.157 · cross-district

#3 · Dharashivcell 4880006040

distance 0.174

#4 · Beedcell 4700001393

distance 0.176 · cross-district

#5 · Ahmednagarcell 4660001920

distance 0.181 · cross-district

#6 · Dharashivcell 4880006036

distance 0.183

#7 · Dharashivcell 4880006104

distance 0.183

#8 · Dharashivcell 4880005349

distance 0.189

#9 · Ahmednagarcell 4660002232

distance 0.189 · cross-district

#10 · Dharashivcell 4880005252

distance 0.191

#11 · Ahmednagarcell 4660002215

distance 0.193 · cross-district

#12 · Beedcell 4700001844

distance 0.198 · cross-district

#13 · Ahmednagarcell 4660002212

distance 0.2 · cross-district

#14 · Beedcell 4700000974

distance 0.206 · cross-district

#15 · Dharashivcell 4880004241

distance 0.207

#16 · Ahmednagarcell 4660003135

distance 0.208 · cross-district

#17 · Beedcell 4700001846

distance 0.208 · cross-district

#18 · Ahmednagarcell 4660001923

distance 0.208 · 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":4880005437}}}'

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.