Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880004530

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

0.114

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880002461

distance 0.114

#2 · Beedcell 4700005728

distance 0.117 · cross-district

#3 · Dharashivcell 4880004370

distance 0.119

#4 · Dharashivcell 4880006010

distance 0.127

#5 · Beedcell 4700000459

distance 0.128 · cross-district

#6 · Solapurcell 4960000712

distance 0.131 · cross-district

#7 · Dharashivcell 4880004904

distance 0.131

#8 · Beedcell 4700001291

distance 0.134 · cross-district

#9 · Beedcell 4700001738

distance 0.137 · cross-district

#10 · Dharashivcell 4880005924

distance 0.141

#11 · Dharashivcell 4880006088

distance 0.144

#12 · Dharashivcell 4880005476

distance 0.144

#13 · Dharashivcell 4880006200

distance 0.145

#14 · Dharashivcell 4880004460

distance 0.146

#15 · Dharashivcell 4880005662

distance 0.15

#16 · Dharashivcell 4880005679

distance 0.151

#17 · Beedcell 4700000888

distance 0.154 · cross-district

#18 · Dharashivcell 4880004278

distance 0.154

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":4880004530}}}'

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.