Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004697

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.213

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960000091

distance 0.213 · cross-district

#2 · Sanglicell 4930004831

distance 0.215

#3 · Sanglicell 4930004839

distance 0.217

#4 · Solapurcell 4960006498

distance 0.218 · cross-district

#5 · Nashikcell 4870006156

distance 0.219 · cross-district

#6 · Ahmednagarcell 4660004578

distance 0.22 · cross-district

#7 · Solapurcell 4960000050

distance 0.222 · cross-district

#8 · Sanglicell 4930002896

distance 0.223

#9 · Solapurcell 4960000045

distance 0.226 · cross-district

#10 · Sanglicell 4930005656

distance 0.226

#11 · Sanglicell 4930004829

distance 0.227

#12 · Sanglicell 4930005555

distance 0.229

#13 · Beedcell 4700002102

distance 0.23 · cross-district

#14 · Sanglicell 4930006561

distance 0.232

#15 · Sanglicell 4930005468

distance 0.232

#16 · Solapurcell 4960000116

distance 0.233 · cross-district

#17 · Sanglicell 4930004548

distance 0.234

#18 · Solapurcell 4960000256

distance 0.234 · 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":4930004697}}}'

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.