Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004036

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.364

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000830

distance 0.364 · cross-district

#2 · Sataracell 4940000603

distance 0.37 · cross-district

#3 · Sanglicell 4930002671

distance 0.377

#4 · Ahmednagarcell 4660014172

distance 0.39 · cross-district

#5 · Ahmednagarcell 4660012916

distance 0.399 · cross-district

#6 · Nashikcell 4870005143

distance 0.407 · cross-district

#7 · Sataracell 4940001069

distance 0.415 · cross-district

#8 · Sanglicell 4930002165

distance 0.416

#9 · Beedcell 4700003462

distance 0.431 · cross-district

#10 · Sanglicell 4930003362

distance 0.433

#11 · Sanglicell 4930000253

distance 0.442

#12 · Nashikcell 4870009093

distance 0.447 · cross-district

#13 · Sanglicell 4930003885

distance 0.45

#14 · Amravaticell 4680006149

distance 0.451 · cross-district

#15 · Solapurcell 4960009486

distance 0.454 · cross-district

#16 · Amravaticell 4680002587

distance 0.454 · cross-district

#17 · Solapurcell 4960011399

distance 0.457 · cross-district

#18 · Solapurcell 4960007673

distance 0.46 · 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":4930004036}}}'

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.