Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006915

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.193

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660007354

distance 0.193 · cross-district

#2 · Sanglicell 4930006925

distance 0.216

#3 · Sanglicell 4930007064

distance 0.218

#4 · Solapurcell 4960010225

distance 0.219 · cross-district

#5 · Punecell 4900005112

distance 0.219 · cross-district

#6 · Sanglicell 4930007014

distance 0.219

#7 · Dharashivcell 4880003316

distance 0.223 · cross-district

#8 · Sanglicell 4930006976

distance 0.227

#9 · Ahmednagarcell 4660006512

distance 0.227 · cross-district

#10 · Sanglicell 4930007061

distance 0.232

#11 · Ahmednagarcell 4660006513

distance 0.236 · cross-district

#12 · Ahmednagarcell 4660003275

distance 0.238 · cross-district

#13 · Solapurcell 4960000074

distance 0.238 · cross-district

#14 · Sanglicell 4930006736

distance 0.239

#15 · Solapurcell 4960005111

distance 0.24 · cross-district

#16 · Ahmednagarcell 4660003011

distance 0.24 · cross-district

#17 · Ahmednagarcell 4660003015

distance 0.241 · cross-district

#18 · Jalgaoncell 4780004177

distance 0.242 · 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":4930006915}}}'

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.