Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004770

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 8 distinct districts

Index confidence

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.22

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940002699

distance 0.22 · cross-district

#2 · Kolhapurcell 4800006496

distance 0.289 · cross-district

#3 · Sataracell 4940003032

distance 0.304 · cross-district

#4 · Kolhapurcell 4800006451

distance 0.333 · cross-district

#5 · Chandrapurcell 4730004628

distance 0.363 · cross-district

#6 · Sataracell 4940000239

distance 0.364 · cross-district

#7 · Sataracell 4940001540

distance 0.369 · cross-district

#8 · Kolhapurcell 4800006449

distance 0.373 · cross-district

#9 · Solapurcell 4960006808

distance 0.374 · cross-district

#10 · Solapurcell 4960006191

distance 0.381 · cross-district

#11 · Beedcell 4700000014

distance 0.383 · cross-district

#12 · Sataracell 4940002472

distance 0.386 · cross-district

#13 · Nagpurcell 4840006725

distance 0.388 · cross-district

#14 · Kolhapurcell 4800006468

distance 0.396 · cross-district

#15 · Sataracell 4940002471

distance 0.399 · cross-district

#16 · Sanglicell 4930004771

distance 0.399

#17 · Beedcell 4700000096

distance 0.4 · cross-district

#18 · Gadchirolicell 4750000336

distance 0.419 · 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":4930004770}}}'

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.