Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004288

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 10 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.183

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960004782

distance 0.183 · cross-district

#2 · Dharashivcell 4880006094

distance 0.187 · cross-district

#3 · Punecell 4900002051

distance 0.202 · cross-district

#4 · Sanglicell 4930005009

distance 0.208

#5 · Dharashivcell 4880000564

distance 0.208 · cross-district

#6 · Solapurcell 4960006727

distance 0.216 · cross-district

#7 · Jalgaoncell 4780006546

distance 0.238 · cross-district

#8 · Jalgaoncell 4780002060

distance 0.24 · cross-district

#9 · Jalgaoncell 4780001522

distance 0.241 · cross-district

#10 · Akolacell 4670000263

distance 0.242 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690000993

distance 0.243 · cross-district

#12 · Washimcell 4990003652

distance 0.244 · cross-district

#13 · Punecell 4900002210

distance 0.245 · cross-district

#14 · Akolacell 4670001170

distance 0.246 · cross-district

#15 · Jalnacell 4790006482

distance 0.247 · cross-district

#16 · Washimcell 4990003931

distance 0.247 · cross-district

#17 · Solapurcell 4960008248

distance 0.249 · cross-district

#18 · Wardhacell 4980003648

distance 0.25 · 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":4930004288}}}'

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.