Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880000595

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.142

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700005423

distance 0.142 · cross-district

#2 · Beedcell 4700003449

distance 0.144 · cross-district

#3 · Dharashivcell 4880000280

distance 0.154

#4 · Beedcell 4700001799

distance 0.159 · cross-district

#5 · Dharashivcell 4880000670

distance 0.16

#6 · Beedcell 4700001954

distance 0.163 · cross-district

#7 · Amravaticell 4680001619

distance 0.169 · cross-district

#8 · Beedcell 4700002257

distance 0.171 · cross-district

#9 · Solapurcell 4960004795

distance 0.173 · cross-district

#10 · Dharashivcell 4880001079

distance 0.174

#11 · Solapurcell 4960004647

distance 0.174 · cross-district

#12 · Dharashivcell 4880000592

distance 0.175

#13 · Beedcell 4700001647

distance 0.176 · cross-district

#14 · Sanglicell 4930004253

distance 0.177 · cross-district

#15 · Dharashivcell 4880000632

distance 0.178

#16 · Dharashivcell 4880000131

distance 0.183

#17 · Parbhanicell 4890000681

distance 0.184 · cross-district

#18 · Dharashivcell 4880000090

distance 0.187

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":4880000595}}}'

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.