Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003416

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.168

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930001434

distance 0.168

#2 · Sanglicell 4930002043

distance 0.181

#3 · Sanglicell 4930003228

distance 0.191

#4 · Sanglicell 4930003765

distance 0.214

#5 · Solapurcell 4960000092

distance 0.217 · cross-district

#6 · Sanglicell 4930005103

distance 0.229

#7 · Sanglicell 4930002231

distance 0.237

#8 · Dharashivcell 4880003021

distance 0.238 · cross-district

#9 · Solapurcell 4960007600

distance 0.238 · cross-district

#10 · Sanglicell 4930000007

distance 0.239

#11 · Sanglicell 4930000833

distance 0.244

#12 · Sanglicell 4930004849

distance 0.244

#13 · Sanglicell 4930003594

distance 0.244

#14 · Chhatrapati Sambhajinagarcell 4690001228

distance 0.245 · cross-district

#15 · Sanglicell 4930000035

distance 0.245

#16 · Sanglicell 4930003929

distance 0.245

#17 · Solapurcell 4960003540

distance 0.247 · cross-district

#18 · Ahmednagarcell 4660001369

distance 0.247 · 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":4930003416}}}'

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.