Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002299

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 3 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.132

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930003310

distance 0.132

#2 · Sanglicell 4930005612

distance 0.169

#3 · Sanglicell 4930002282

distance 0.182

#4 · Sanglicell 4930003994

distance 0.182

#5 · Sanglicell 4930001629

distance 0.192

#6 · Sanglicell 4930002301

distance 0.192

#7 · Solapurcell 4960000617

distance 0.194 · cross-district

#8 · Sanglicell 4930004899

distance 0.204

#9 · Sanglicell 4930001966

distance 0.212

#10 · Sanglicell 4930001799

distance 0.214

#11 · Sanglicell 4930003992

distance 0.216

#12 · Sanglicell 4930003659

distance 0.22

#13 · Sanglicell 4930004318

distance 0.221

#14 · Sanglicell 4930005693

distance 0.225

#15 · Sanglicell 4930005166

distance 0.232

#16 · Sanglicell 4930002787

distance 0.236

#17 · Sanglicell 4930002294

distance 0.238

#18 · Parbhanicell 4890000953

distance 0.239 · 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":4930002299}}}'

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.