Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002346

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 10 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.384

lower = more alike (weighted)

The twins, closest first

#1 · Jalgaoncell 4780001792

distance 0.384 · cross-district

#2 · Sanglicell 4930004035

distance 0.432

#3 · Sanglicell 4930001260

distance 0.443

#4 · Sanglicell 4930001139

distance 0.477

#5 · Bhandaracell 4710001727

distance 0.491 · cross-district

#6 · Amravaticell 4680001179

distance 0.504 · cross-district

#7 · Ahmednagarcell 4660012916

distance 0.513 · cross-district

#8 · Chandrapurcell 4730005914

distance 0.516 · cross-district

#9 · Nagpurcell 4840005464

distance 0.526 · cross-district

#10 · Nagpurcell 4840003781

distance 0.53 · cross-district

#11 · Sanglicell 4930003382

distance 0.533

#12 · Wardhacell 4980001890

distance 0.538 · cross-district

#13 · Nagpurcell 4840006480

distance 0.541 · cross-district

#14 · Ahmednagarcell 4660013991

distance 0.542 · cross-district

#15 · Solapurcell 4960012407

distance 0.543 · cross-district

#16 · Sanglicell 4930002369

distance 0.553

#17 · Sataracell 4940000661

distance 0.553 · cross-district

#18 · Nagpurcell 4840004390

distance 0.554 · 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":4930002346}}}'

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.