Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930001941

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

0.088

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930000578

distance 0.088

#2 · Sanglicell 4930003297

distance 0.091

#3 · Sanglicell 4930001764

distance 0.094

#4 · Sanglicell 4930001099

distance 0.107

#5 · Sanglicell 4930001472

distance 0.108

#6 · Sanglicell 4930000985

distance 0.117

#7 · Sanglicell 4930001929

distance 0.127

#8 · Sanglicell 4930001085

distance 0.13

#9 · Sanglicell 4930000869

distance 0.13

#10 · Beedcell 4700007780

distance 0.133 · cross-district

#11 · Sanglicell 4930000580

distance 0.135

#12 · Sanglicell 4930003475

distance 0.139

#13 · Sanglicell 4930000871

distance 0.139

#14 · Sanglicell 4930001621

distance 0.139

#15 · Sanglicell 4930000665

distance 0.141

#16 · Sanglicell 4930004019

distance 0.141

#17 · Laturcell 4810000818

distance 0.142 · cross-district

#18 · Sanglicell 4930000054

distance 0.148

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":4930001941}}}'

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.