Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004388

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

0.143

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930004084

distance 0.143

#2 · Sanglicell 4930004816

distance 0.148

#3 · Sanglicell 4930004245

distance 0.189

#4 · Sanglicell 4930000485

distance 0.197

#5 · Sanglicell 4930004120

distance 0.204

#6 · Sanglicell 4930004693

distance 0.215

#7 · Solapurcell 4960003546

distance 0.218 · cross-district

#8 · Sanglicell 4930004601

distance 0.219

#9 · Solapurcell 4960002993

distance 0.22 · cross-district

#10 · Sanglicell 4930004534

distance 0.222

#11 · Solapurcell 4960002681

distance 0.222 · cross-district

#12 · Solapurcell 4960007339

distance 0.222 · cross-district

#13 · Sanglicell 4930004401

distance 0.223

#14 · Solapurcell 4960006425

distance 0.223 · cross-district

#15 · Solapurcell 4960000596

distance 0.225 · cross-district

#16 · Ahmednagarcell 4660000199

distance 0.226 · cross-district

#17 · Sanglicell 4930002882

distance 0.227

#18 · Sanglicell 4930001064

distance 0.228

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":4930004388}}}'

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.