Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880003095

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

0.161

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960005897

distance 0.161 · cross-district

#2 · Laturcell 4810002291

distance 0.196 · cross-district

#3 · Sanglicell 4930000860

distance 0.201 · cross-district

#4 · Dharashivcell 4880002992

distance 0.212

#5 · Dharashivcell 4880003238

distance 0.215

#6 · Kolhapurcell 4800003975

distance 0.22 · cross-district

#7 · Dharashivcell 4880004351

distance 0.22

#8 · Beedcell 4700001025

distance 0.221 · cross-district

#9 · Laturcell 4810001705

distance 0.222 · cross-district

#10 · Laturcell 4810000417

distance 0.226 · cross-district

#11 · Beedcell 4700008746

distance 0.235 · cross-district

#12 · Beedcell 4700007681

distance 0.239 · cross-district

#13 · Solapurcell 4960005051

distance 0.248 · cross-district

#14 · Dharashivcell 4880005792

distance 0.253

#15 · Laturcell 4810002226

distance 0.255 · cross-district

#16 · Jalnacell 4790002877

distance 0.256 · cross-district

#17 · Laturcell 4810002489

distance 0.256 · cross-district

#18 · Sanglicell 4930002596

distance 0.259 · 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":4880003095}}}'

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.