Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930005486

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 4 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.143

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930005371

distance 0.143

#2 · Sanglicell 4930004728

distance 0.157

#3 · Solapurcell 4960000658

distance 0.159 · cross-district

#4 · Solapurcell 4960000585

distance 0.16 · cross-district

#5 · Sanglicell 4930004435

distance 0.165

#6 · Solapurcell 4960000399

distance 0.166 · cross-district

#7 · Solapurcell 4960001803

distance 0.171 · cross-district

#8 · Solapurcell 4960000277

distance 0.182 · cross-district

#9 · Solapurcell 4960000584

distance 0.191 · cross-district

#10 · Solapurcell 4960000735

distance 0.194 · cross-district

#11 · Sanglicell 4930005130

distance 0.196

#12 · Solapurcell 4960008932

distance 0.201 · cross-district

#13 · Solapurcell 4960000338

distance 0.212 · cross-district

#14 · Beedcell 4700006683

distance 0.212 · cross-district

#15 · Dharashivcell 4880001961

distance 0.213 · cross-district

#16 · Beedcell 4700006527

distance 0.213 · cross-district

#17 · Solapurcell 4960009688

distance 0.218 · cross-district

#18 · Beedcell 4700006777

distance 0.219 · 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":4930005486}}}'

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.