Bhārata Strata · Maharashtra · Solapur · morphological twins

Places like cell 4960009166

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.155

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900000469

distance 0.155 · cross-district

#2 · Solapurcell 4960008024

distance 0.175

#3 · Punecell 4900001312

distance 0.203 · cross-district

#4 · Sataracell 4940008592

distance 0.207 · cross-district

#5 · Sataracell 4940007722

distance 0.219 · cross-district

#6 · Punecell 4900000811

distance 0.223 · cross-district

#7 · Sataracell 4940008212

distance 0.229 · cross-district

#8 · Sataracell 4940004531

distance 0.23 · cross-district

#9 · Sanglicell 4930000142

distance 0.236 · cross-district

#10 · Kolhapurcell 4800005039

distance 0.237 · cross-district

#11 · Nashikcell 4870002629

distance 0.237 · cross-district

#12 · Ahmednagarcell 4660013510

distance 0.24 · cross-district

#13 · Sataracell 4940008489

distance 0.24 · cross-district

#14 · Punecell 4900000901

distance 0.245 · cross-district

#15 · Sataracell 4940004950

distance 0.248 · cross-district

#16 · Kolhapurcell 4800005057

distance 0.249 · cross-district

#17 · Punecell 4900000715

distance 0.25 · cross-district

#18 · Sataracell 4940008016

distance 0.253 · 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":4960009166}}}'

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.