Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880001428

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

0.105

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810000582

distance 0.105 · cross-district

#2 · Dharashivcell 4880001527

distance 0.111

#3 · Laturcell 4810000708

distance 0.114 · cross-district

#4 · Laturcell 4810000006

distance 0.116 · cross-district

#5 · Laturcell 4810000567

distance 0.118 · cross-district

#6 · Laturcell 4810000279

distance 0.128 · cross-district

#7 · Laturcell 4810000319

distance 0.13 · cross-district

#8 · Dharashivcell 4880002032

distance 0.135

#9 · Laturcell 4810001058

distance 0.136 · cross-district

#10 · Beedcell 4700000015

distance 0.139 · cross-district

#11 · Laturcell 4810000315

distance 0.141 · cross-district

#12 · Laturcell 4810000041

distance 0.146 · cross-district

#13 · Dharashivcell 4880001518

distance 0.146

#14 · Laturcell 4810004148

distance 0.148 · cross-district

#15 · Dharashivcell 4880001696

distance 0.149

#16 · Laturcell 4810004356

distance 0.149 · cross-district

#17 · Beedcell 4700000877

distance 0.15 · cross-district

#18 · Dharashivcell 4880001606

distance 0.152

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":4880001428}}}'

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.