Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006166

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

0.09

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960000316

distance 0.09 · cross-district

#2 · Sanglicell 4930006093

distance 0.1

#3 · Sanglicell 4930006514

distance 0.107

#4 · Solapurcell 4960000315

distance 0.107 · cross-district

#5 · Sanglicell 4930005375

distance 0.11

#6 · Solapurcell 4960000101

distance 0.114 · cross-district

#7 · Solapurcell 4960000131

distance 0.124 · cross-district

#8 · Ahmednagarcell 4660000239

distance 0.125 · cross-district

#9 · Solapurcell 4960000326

distance 0.133 · cross-district

#10 · Solapurcell 4960012248

distance 0.133 · cross-district

#11 · Beedcell 4700006050

distance 0.133 · cross-district

#12 · Solapurcell 4960000961

distance 0.135 · cross-district

#13 · Beedcell 4700004864

distance 0.135 · cross-district

#14 · Dharashivcell 4880000399

distance 0.136 · cross-district

#15 · Sanglicell 4930004990

distance 0.136

#16 · Beedcell 4700004343

distance 0.138 · cross-district

#17 · Ahmednagarcell 4660000324

distance 0.14 · cross-district

#18 · Ahmednagarcell 4660000364

distance 0.14 · 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":4930006166}}}'

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.