Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930001436

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.141

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960012626

distance 0.141 · cross-district

#2 · Sanglicell 4930002408

distance 0.151

#3 · Ahmednagarcell 4660000567

distance 0.154 · cross-district

#4 · Solapurcell 4960012509

distance 0.155 · cross-district

#5 · Solapurcell 4960012611

distance 0.157 · cross-district

#6 · Solapurcell 4960012671

distance 0.157 · cross-district

#7 · Solapurcell 4960012668

distance 0.162 · cross-district

#8 · Sanglicell 4930000312

distance 0.164

#9 · Ahmednagarcell 4660000628

distance 0.165 · cross-district

#10 · Beedcell 4700006770

distance 0.166 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690001563

distance 0.167 · cross-district

#12 · Dharashivcell 4880003769

distance 0.168 · cross-district

#13 · Solapurcell 4960012302

distance 0.172 · cross-district

#14 · Sanglicell 4930000420

distance 0.174

#15 · Dharashivcell 4880003577

distance 0.174 · cross-district

#16 · Solapurcell 4960012589

distance 0.174 · cross-district

#17 · Solapurcell 4960006436

distance 0.176 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690004040

distance 0.177 · 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":4930001436}}}'

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.