Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006331

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.208

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930005929

distance 0.208

#2 · Sanglicell 4930006541

distance 0.22

#3 · Sanglicell 4930005955

distance 0.223

#4 · Sanglicell 4930005899

distance 0.227

#5 · Sanglicell 4930006401

distance 0.245

#6 · Sanglicell 4930006122

distance 0.25

#7 · Sanglicell 4930006052

distance 0.253

#8 · Solapurcell 4960003670

distance 0.255 · cross-district

#9 · Sanglicell 4930005315

distance 0.255

#10 · Sanglicell 4930006076

distance 0.26

#11 · Ahmednagarcell 4660001940

distance 0.267 · cross-district

#12 · Sanglicell 4930005804

distance 0.279

#13 · Sanglicell 4930006129

distance 0.28

#14 · Punecell 4900002041

distance 0.28 · cross-district

#15 · Sanglicell 4930006099

distance 0.28

#16 · Nashikcell 4870005706

distance 0.28 · cross-district

#17 · Ahmednagarcell 4660002347

distance 0.283 · cross-district

#18 · Sanglicell 4930006340

distance 0.283

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":4930006331}}}'

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.