Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002474

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 5 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.127

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960000690

distance 0.127 · cross-district

#2 · Solapurcell 4960000485

distance 0.146 · cross-district

#3 · Solapurcell 4960000305

distance 0.159 · cross-district

#4 · Dharashivcell 4880001325

distance 0.171 · cross-district

#5 · Beedcell 4700006510

distance 0.182 · cross-district

#6 · Sanglicell 4930003505

distance 0.184

#7 · Solapurcell 4960012381

distance 0.185 · cross-district

#8 · Laturcell 4810001094

distance 0.186 · cross-district

#9 · Sanglicell 4930002939

distance 0.188

#10 · Solapurcell 4960012289

distance 0.198 · cross-district

#11 · Sanglicell 4930002765

distance 0.198

#12 · Sanglicell 4930001801

distance 0.199

#13 · Sanglicell 4930003486

distance 0.2

#14 · Sanglicell 4930002297

distance 0.2

#15 · Dharashivcell 4880002852

distance 0.201 · cross-district

#16 · Solapurcell 4960012343

distance 0.202 · cross-district

#17 · Beedcell 4700001563

distance 0.204 · cross-district

#18 · Sanglicell 4930001642

distance 0.205

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":4930002474}}}'

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.