Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003580

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 4 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.07

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930000835

distance 0.07

#2 · Sanglicell 4930002544

distance 0.1

#3 · Sanglicell 4930001180

distance 0.117

#4 · Sanglicell 4930002713

distance 0.117

#5 · Sanglicell 4930002205

distance 0.118

#6 · Sanglicell 4930001163

distance 0.118

#7 · Sanglicell 4930001181

distance 0.124

#8 · Sanglicell 4930003579

distance 0.127

#9 · Sanglicell 4930000726

distance 0.155

#10 · Solapurcell 4960007336

distance 0.164 · cross-district

#11 · Solapurcell 4960006082

distance 0.167 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690002036

distance 0.168 · cross-district

#13 · Sanglicell 4930001063

distance 0.17

#14 · Sanglicell 4930001426

distance 0.171

#15 · Chhatrapati Sambhajinagarcell 4690002359

distance 0.171 · cross-district

#16 · Sanglicell 4930001723

distance 0.172

#17 · Dharashivcell 4880000399

distance 0.174 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690001390

distance 0.176 · 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":4930003580}}}'

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.