Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003882

The MH-36 locality cells most similar to this Sangli 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 5 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.198

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000711

distance 0.198 · cross-district

#2 · Sataracell 4940000722

distance 0.234 · cross-district

#3 · Sataracell 4940000655

distance 0.251 · cross-district

#4 · Sanglicell 4930004052

distance 0.253

#5 · Sataracell 4940000766

distance 0.259 · cross-district

#6 · Sanglicell 4930004038

distance 0.259

#7 · Sataracell 4940001007

distance 0.277 · cross-district

#8 · Solapurcell 4960011584

distance 0.291 · cross-district

#9 · Sataracell 4940000322

distance 0.294 · cross-district

#10 · Sataracell 4940000768

distance 0.298 · cross-district

#11 · Sataracell 4940000539

distance 0.301 · cross-district

#12 · Sanglicell 4930004206

distance 0.311

#13 · Akolacell 4670004666

distance 0.313 · cross-district

#14 · Nashikcell 4870004692

distance 0.313 · cross-district

#15 · Sanglicell 4930005896

distance 0.314

#16 · Solapurcell 4960008701

distance 0.317 · cross-district

#17 · Sanglicell 4930004348

distance 0.318

#18 · Sanglicell 4930003714

distance 0.319

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":493,"cluster_id":4930003882}}}'

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.