Bhārata Strata · Maharashtra · Solapur · morphological twins

Places like cell 4960003970

The MH-36 locality cells most similar to this Solapur 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 9 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.219

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960010659

distance 0.219

#2 · Dharashivcell 4880000705

distance 0.22 · cross-district

#3 · Jalnacell 4790000884

distance 0.222 · cross-district

#4 · Solapurcell 4960004715

distance 0.233

#5 · Solapurcell 4960004562

distance 0.237

#6 · Sanglicell 4930004858

distance 0.238 · cross-district

#7 · Beedcell 4700007155

distance 0.244 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690004793

distance 0.244 · cross-district

#9 · Laturcell 4810002367

distance 0.255 · cross-district

#10 · Solapurcell 4960003285

distance 0.256

#11 · Solapurcell 4960005459

distance 0.257

#12 · Dharashivcell 4880005936

distance 0.258 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690001613

distance 0.259 · cross-district

#14 · Nagpurcell 4840003853

distance 0.26 · cross-district

#15 · Punecell 4900010020

distance 0.262 · cross-district

#16 · Beedcell 4700005874

distance 0.262 · cross-district

#17 · Solapurcell 4960001802

distance 0.265

#18 · Beedcell 4700006607

distance 0.269 · 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":496,"cluster_id":4960003970}}}'

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.