Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003192

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

0.243

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930003185

distance 0.243

#2 · Sanglicell 4930001382

distance 0.289

#3 · Sataracell 4940000828

distance 0.291 · cross-district

#4 · Sanglicell 4930001844

distance 0.302

#5 · Sanglicell 4930006032

distance 0.304

#6 · Solapurcell 4960009579

distance 0.307 · cross-district

#7 · Solapurcell 4960010912

distance 0.315 · cross-district

#8 · Sataracell 4940006371

distance 0.324 · cross-district

#9 · Punecell 4900000814

distance 0.324 · cross-district

#10 · Sanglicell 4930002507

distance 0.328

#11 · Sataracell 4940004716

distance 0.329 · cross-district

#12 · Kolhapurcell 4800001965

distance 0.332 · cross-district

#13 · Kolhapurcell 4800004620

distance 0.335 · cross-district

#14 · Nashikcell 4870005403

distance 0.335 · cross-district

#15 · Kolhapurcell 4800004364

distance 0.337 · cross-district

#16 · Sataracell 4940005739

distance 0.339 · cross-district

#17 · Amravaticell 4680004792

distance 0.341 · cross-district

#18 · Solapurcell 4960010302

distance 0.342 · 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":4930003192}}}'

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.