Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880005641

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.109

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880005548

distance 0.109

#2 · Dharashivcell 4880005455

distance 0.118

#3 · Beedcell 4700004112

distance 0.141 · cross-district

#4 · Beedcell 4700003600

distance 0.154 · cross-district

#5 · Beedcell 4700003771

distance 0.164 · cross-district

#6 · Dharashivcell 4880005454

distance 0.165

#7 · Dharashivcell 4880005725

distance 0.166

#8 · Beedcell 4700003947

distance 0.175 · cross-district

#9 · Beedcell 4700003940

distance 0.175 · cross-district

#10 · Dharashivcell 4880005074

distance 0.175

#11 · Beedcell 4700003779

distance 0.176 · cross-district

#12 · Beedcell 4700004461

distance 0.179 · cross-district

#13 · Beedcell 4700003769

distance 0.179 · cross-district

#14 · Beedcell 4700003950

distance 0.18 · cross-district

#15 · Beedcell 4700003770

distance 0.181 · cross-district

#16 · Beedcell 4700003766

distance 0.182 · cross-district

#17 · Beedcell 4700004637

distance 0.185 · cross-district

#18 · Beedcell 4700007756

distance 0.186 · 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":4880005641}}}'

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.