Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002016

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 1 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.05

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930002015

distance 0.05

#2 · Sanglicell 4930000931

distance 0.099

#3 · Sanglicell 4930001685

distance 0.101

#4 · Sanglicell 4930001393

distance 0.115

#5 · Sanglicell 4930001846

distance 0.128

#6 · Sanglicell 4930001850

distance 0.138

#7 · Sanglicell 4930000610

distance 0.139

#8 · Sanglicell 4930001683

distance 0.141

#9 · Sanglicell 4930003391

distance 0.152

#10 · Sanglicell 4930001697

distance 0.175

#11 · Sanglicell 4930001040

distance 0.175

#12 · Sanglicell 4930001046

distance 0.177

#13 · Sanglicell 4930001158

distance 0.177

#14 · Sanglicell 4930003392

distance 0.178

#15 · Sanglicell 4930000824

distance 0.183

#16 · Sanglicell 4930002350

distance 0.185

#17 · Sanglicell 4930001847

distance 0.185

#18 · Sanglicell 4930001157

distance 0.19

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":4930002016}}}'

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.