Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930001770

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.077

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930001469

distance 0.077

#2 · Sanglicell 4930001091

distance 0.084

#3 · Sanglicell 4930000768

distance 0.086

#4 · Sanglicell 4930000872

distance 0.107

#5 · Sanglicell 4930000765

distance 0.109

#6 · Sanglicell 4930000984

distance 0.121

#7 · Sanglicell 4930001478

distance 0.131

#8 · Sanglicell 4930003285

distance 0.141

#9 · Sanglicell 4930001775

distance 0.142

#10 · Sanglicell 4930001940

distance 0.145

#11 · Sanglicell 4930000671

distance 0.148

#12 · Sanglicell 4930001217

distance 0.15

#13 · Sanglicell 4930001767

distance 0.151

#14 · Sanglicell 4930001464

distance 0.163

#15 · Solapurcell 4960006299

distance 0.167 · cross-district

#16 · Sanglicell 4930000977

distance 0.167

#17 · Sanglicell 4930000498

distance 0.172

#18 · Beedcell 4700001985

distance 0.172 · 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":4930001770}}}'

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.