Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002333

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

0.238

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940002760

distance 0.238 · cross-district

#2 · Sanglicell 4930002503

distance 0.242

#3 · Sanglicell 4930000790

distance 0.252

#4 · Kolhapurcell 4800004973

distance 0.253 · cross-district

#5 · Kolhapurcell 4800004287

distance 0.26 · cross-district

#6 · Kolhapurcell 4800005128

distance 0.266 · cross-district

#7 · Sataracell 4940000834

distance 0.268 · cross-district

#8 · Sataracell 4940004716

distance 0.271 · cross-district

#9 · Sanglicell 4930001517

distance 0.272

#10 · Sataracell 4940001499

distance 0.272 · cross-district

#11 · Sanglicell 4930004953

distance 0.279

#12 · Kolhapurcell 4800005127

distance 0.29 · cross-district

#13 · Sanglicell 4930002507

distance 0.291

#14 · Sataracell 4940006478

distance 0.295 · cross-district

#15 · Nashikcell 4870008664

distance 0.298 · cross-district

#16 · Nashikcell 4870004252

distance 0.301 · cross-district

#17 · Sataracell 4940004531

distance 0.301 · cross-district

#18 · Nashikcell 4870006147

distance 0.304 · cross-district

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":4930002333}}}'

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.