Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880005248

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

0.093

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880004577

distance 0.093

#2 · Beedcell 4700002849

distance 0.103 · cross-district

#3 · Dharashivcell 4880005805

distance 0.129

#4 · Dharashivcell 4880005347

distance 0.134

#5 · Beedcell 4700002843

distance 0.142 · cross-district

#6 · Dharashivcell 4880004590

distance 0.146

#7 · Dharashivcell 4880006309

distance 0.148

#8 · Dharashivcell 4880006113

distance 0.151

#9 · Solapurcell 4960000303

distance 0.154 · cross-district

#10 · Dharashivcell 4880005329

distance 0.157

#11 · Beedcell 4700001110

distance 0.158 · cross-district

#12 · Dharashivcell 4880006037

distance 0.16

#13 · Beedcell 4700002842

distance 0.161 · cross-district

#14 · Beedcell 4700003191

distance 0.164 · cross-district

#15 · Dharashivcell 4880004672

distance 0.165

#16 · Dharashivcell 4880005705

distance 0.166

#17 · Beedcell 4700002673

distance 0.167 · cross-district

#18 · Dharashivcell 4880004571

distance 0.167

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":4880005248}}}'

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.