Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880006417

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

0.048

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880006349

distance 0.048

#2 · Beedcell 4700003354

distance 0.081 · cross-district

#3 · Beedcell 4700003021

distance 0.091 · cross-district

#4 · Beedcell 4700001385

distance 0.097 · cross-district

#5 · Beedcell 4700003194

distance 0.105 · cross-district

#6 · Ahmednagarcell 4660002428

distance 0.11 · cross-district

#7 · Beedcell 4700001392

distance 0.111 · cross-district

#8 · Beedcell 4700003350

distance 0.118 · cross-district

#9 · Dharashivcell 4880005140

distance 0.12

#10 · Dharashivcell 4880005237

distance 0.121

#11 · Beedcell 4700003187

distance 0.122 · cross-district

#12 · Beedcell 4700002500

distance 0.132 · cross-district

#13 · Beedcell 4700002008

distance 0.132 · cross-district

#14 · Beedcell 4700001109

distance 0.134 · cross-district

#15 · Dharashivcell 4880005720

distance 0.138

#16 · Beedcell 4700002837

distance 0.139 · cross-district

#17 · Beedcell 4700001540

distance 0.142 · cross-district

#18 · Dharashivcell 4880006171

distance 0.143

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":4880006417}}}'

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.