Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002245

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.217

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930000044

distance 0.217

#2 · Sanglicell 4930000161

distance 0.228

#3 · Sanglicell 4930001214

distance 0.228

#4 · Solapurcell 4960005630

distance 0.23 · cross-district

#5 · Sanglicell 4930002439

distance 0.244

#6 · Sanglicell 4930001484

distance 0.25

#7 · Beedcell 4700006370

distance 0.251 · cross-district

#8 · Solapurcell 4960000073

distance 0.26 · cross-district

#9 · Sanglicell 4930001456

distance 0.268

#10 · Sanglicell 4930000162

distance 0.27

#11 · Dharashivcell 4880005784

distance 0.27 · cross-district

#12 · Solapurcell 4960000901

distance 0.27 · cross-district

#13 · Solapurcell 4960007714

distance 0.27 · cross-district

#14 · Sanglicell 4930000276

distance 0.271

#15 · Sanglicell 4930000064

distance 0.272

#16 · Beedcell 4700005080

distance 0.275 · cross-district

#17 · Sanglicell 4930000549

distance 0.275

#18 · Sanglicell 4930005003

distance 0.276

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":4930002245}}}'

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.