Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006011

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

0.145

lower = more alike (weighted)

The twins, closest first

#1 · Nashikcell 4870005869

distance 0.145 · cross-district

#2 · Solapurcell 4960000096

distance 0.167 · cross-district

#3 · Sanglicell 4930006581

distance 0.172

#4 · Sanglicell 4930005113

distance 0.178

#5 · Sanglicell 4930005681

distance 0.179

#6 · Sanglicell 4930004420

distance 0.179

#7 · Sanglicell 4930006157

distance 0.193

#8 · Sanglicell 4930005771

distance 0.194

#9 · Sanglicell 4930006072

distance 0.196

#10 · Sanglicell 4930006224

distance 0.199

#11 · Sanglicell 4930003766

distance 0.203

#12 · Solapurcell 4960006933

distance 0.208 · cross-district

#13 · Beedcell 4700002509

distance 0.21 · cross-district

#14 · Sanglicell 4930006211

distance 0.211

#15 · Sanglicell 4930006146

distance 0.211

#16 · Nashikcell 4870005775

distance 0.211 · cross-district

#17 · Beedcell 4700002182

distance 0.211 · cross-district

#18 · Beedcell 4700002866

distance 0.212 · 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":4930006011}}}'

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.