Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002541

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.18

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930002540

distance 0.18

#2 · Sanglicell 4930002729

distance 0.184

#3 · Sanglicell 4930002217

distance 0.204

#4 · Solapurcell 4960006283

distance 0.209 · cross-district

#5 · Sanglicell 4930005087

distance 0.215

#6 · Solapurcell 4960000072

distance 0.221 · cross-district

#7 · Sanglicell 4930002221

distance 0.222

#8 · Sanglicell 4930000630

distance 0.223

#9 · Sanglicell 4930004265

distance 0.23

#10 · Solapurcell 4960000098

distance 0.23 · cross-district

#11 · Nashikcell 4870005148

distance 0.234 · cross-district

#12 · Sanglicell 4930002543

distance 0.234

#13 · Solapurcell 4960005882

distance 0.238 · cross-district

#14 · Solapurcell 4960003822

distance 0.239 · cross-district

#15 · Solapurcell 4960006017

distance 0.24 · cross-district

#16 · Solapurcell 4960005011

distance 0.242 · cross-district

#17 · Solapurcell 4960000446

distance 0.242 · cross-district

#18 · Sanglicell 4930005343

distance 0.243

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":4930002541}}}'

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.