Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930000040

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

0.142

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930001702

distance 0.142

#2 · Sanglicell 4930001864

distance 0.16

#3 · Sanglicell 4930001863

distance 0.184

#4 · Kolhapurcell 4800004547

distance 0.19 · cross-district

#5 · Kolhapurcell 4800004211

distance 0.197 · cross-district

#6 · Sanglicell 4930001406

distance 0.198

#7 · Sanglicell 4930001865

distance 0.199

#8 · Sanglicell 4930001276

distance 0.209

#9 · Sanglicell 4930001054

distance 0.211

#10 · Sanglicell 4930000056

distance 0.215

#11 · Sanglicell 4930000447

distance 0.216

#12 · Kolhapurcell 4800004377

distance 0.217 · cross-district

#13 · Sanglicell 4930000119

distance 0.219

#14 · Kolhapurcell 4800004720

distance 0.219 · cross-district

#15 · Kolhapurcell 4800004724

distance 0.22 · cross-district

#16 · Sanglicell 4930003778

distance 0.222

#17 · Ahmednagarcell 4660000209

distance 0.228 · cross-district

#18 · Kolhapurcell 4800004892

distance 0.229 · 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":4930000040}}}'

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.