Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880004528

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.115

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880005571

distance 0.115

#2 · Dharashivcell 4880005111

distance 0.116

#3 · Dharashivcell 4880002730

distance 0.143

#4 · Beedcell 4700000454

distance 0.147 · cross-district

#5 · Beedcell 4700000409

distance 0.148 · cross-district

#6 · Dharashivcell 4880004705

distance 0.148

#7 · Washimcell 4990000489

distance 0.15 · cross-district

#8 · Beedcell 4700001149

distance 0.154 · cross-district

#9 · Dharashivcell 4880004293

distance 0.157

#10 · Laturcell 4810003854

distance 0.158 · cross-district

#11 · Beedcell 4700004310

distance 0.162 · cross-district

#12 · Beedcell 4700000493

distance 0.163 · cross-district

#13 · Beedcell 4700000136

distance 0.167 · cross-district

#14 · Solapurcell 4960011098

distance 0.167 · cross-district

#15 · Dharashivcell 4880004440

distance 0.168

#16 · Ahmednagarcell 4660004206

distance 0.168 · cross-district

#17 · Hingolicell 4770003709

distance 0.171 · cross-district

#18 · Beedcell 4700000452

distance 0.173 · 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":4880004528}}}'

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.