Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002763

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.199

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930003097

distance 0.199

#2 · Sanglicell 4930003457

distance 0.215

#3 · Beedcell 4700008140

distance 0.233 · cross-district

#4 · Sanglicell 4930003625

distance 0.255

#5 · Sanglicell 4930000673

distance 0.256

#6 · Solapurcell 4960000397

distance 0.261 · cross-district

#7 · Sanglicell 4930002771

distance 0.264

#8 · Sanglicell 4930003278

distance 0.267

#9 · Solapurcell 4960012470

distance 0.271 · cross-district

#10 · Sanglicell 4930001207

distance 0.272

#11 · Sanglicell 4930002926

distance 0.272

#12 · Solapurcell 4960005857

distance 0.274 · cross-district

#13 · Sanglicell 4930002258

distance 0.275

#14 · Solapurcell 4960006570

distance 0.276 · cross-district

#15 · Solapurcell 4960007641

distance 0.278 · cross-district

#16 · Solapurcell 4960006185

distance 0.279 · cross-district

#17 · Sanglicell 4930003975

distance 0.279

#18 · Sanglicell 4930000763

distance 0.279

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":4930002763}}}'

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.