Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930005581

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 2 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.187

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930002926

distance 0.187

#2 · Solapurcell 4960000395

distance 0.192 · cross-district

#3 · Sanglicell 4930005006

distance 0.2

#4 · Sanglicell 4930005360

distance 0.203

#5 · Sanglicell 4930005245

distance 0.215

#6 · Solapurcell 4960000808

distance 0.217 · cross-district

#7 · Sanglicell 4930005133

distance 0.22

#8 · Solapurcell 4960001440

distance 0.222 · cross-district

#9 · Sanglicell 4930005372

distance 0.224

#10 · Solapurcell 4960000053

distance 0.227 · cross-district

#11 · Sanglicell 4930005244

distance 0.229

#12 · Solapurcell 4960000455

distance 0.231 · cross-district

#13 · Solapurcell 4960000733

distance 0.231 · cross-district

#14 · Solapurcell 4960000716

distance 0.233 · cross-district

#15 · Solapurcell 4960000720

distance 0.233 · cross-district

#16 · Solapurcell 4960000397

distance 0.233 · cross-district

#17 · Solapurcell 4960001569

distance 0.236 · cross-district

#18 · Solapurcell 4960007352

distance 0.238 · 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":493,"cluster_id":4930005581}}}'

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.