Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930005224

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 9 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.207

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930005411

distance 0.207

#2 · Chhatrapati Sambhajinagarcell 4690006643

distance 0.224 · cross-district

#3 · Sanglicell 4930005222

distance 0.228

#4 · Sanglicell 4930004382

distance 0.228

#5 · Akolacell 4670000520

distance 0.239 · cross-district

#6 · Sanglicell 4930004380

distance 0.24

#7 · Ahmednagarcell 4660004502

distance 0.246 · cross-district

#8 · Ahmednagarcell 4660004673

distance 0.246 · cross-district

#9 · Ahmednagarcell 4660002828

distance 0.246 · cross-district

#10 · Solapurcell 4960004646

distance 0.247 · cross-district

#11 · Sanglicell 4930004800

distance 0.249

#12 · Dharashivcell 4880000325

distance 0.252 · cross-district

#13 · Sanglicell 4930005232

distance 0.253

#14 · Sanglicell 4930005102

distance 0.256

#15 · Nashikcell 4870005867

distance 0.257 · cross-district

#16 · Sanglicell 4930005095

distance 0.258

#17 · Sataracell 4940003576

distance 0.259 · cross-district

#18 · Beedcell 4700006208

distance 0.26 · 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":4930005224}}}'

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.