Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003501

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 7 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.153

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930005597

distance 0.153

#2 · Sanglicell 4930002281

distance 0.165

#3 · Sanglicell 4930004481

distance 0.176

#4 · Sanglicell 4930002470

distance 0.179

#5 · Solapurcell 4960003431

distance 0.207 · cross-district

#6 · Nandedcell 4850002973

distance 0.233 · cross-district

#7 · Sanglicell 4930004015

distance 0.234

#8 · Solapurcell 4960004002

distance 0.243 · cross-district

#9 · Sanglicell 4930005700

distance 0.244

#10 · Beedcell 4700007203

distance 0.252 · cross-district

#11 · Laturcell 4810005979

distance 0.254 · cross-district

#12 · Sanglicell 4930005162

distance 0.255

#13 · Dharashivcell 4880003817

distance 0.257 · cross-district

#14 · Solapurcell 4960001951

distance 0.257 · cross-district

#15 · Ahmednagarcell 4660002317

distance 0.258 · cross-district

#16 · Solapurcell 4960001949

distance 0.258 · cross-district

#17 · Ahmednagarcell 4660006526

distance 0.26 · cross-district

#18 · Sanglicell 4930004011

distance 0.261

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":4930003501}}}'

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.