Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880002621

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.103

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880002694

distance 0.103

#2 · Dharashivcell 4880002777

distance 0.12

#3 · Dharashivcell 4880006205

distance 0.151

#4 · Dharashivcell 4880002692

distance 0.157

#5 · Dharashivcell 4880005999

distance 0.158

#6 · Beedcell 4700004312

distance 0.16 · cross-district

#7 · Dharashivcell 4880001806

distance 0.162

#8 · Dharashivcell 4880006209

distance 0.166

#9 · Dharashivcell 4880005675

distance 0.166

#10 · Laturcell 4810002955

distance 0.168 · cross-district

#11 · Beedcell 4700004661

distance 0.169 · cross-district

#12 · Dharashivcell 4880002727

distance 0.171

#13 · Dharashivcell 4880005775

distance 0.173

#14 · Dharashivcell 4880001716

distance 0.175

#15 · Laturcell 4810004563

distance 0.178 · cross-district

#16 · Beedcell 4700000167

distance 0.178 · cross-district

#17 · Solapurcell 4960007845

distance 0.179 · cross-district

#18 · Beedcell 4700000269

distance 0.179 · 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":4880002621}}}'

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.