Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003761

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

0.208

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930002378

distance 0.208

#2 · Sanglicell 4930000124

distance 0.287

#3 · Solapurcell 4960008316

distance 0.3 · cross-district

#4 · Dharashivcell 4880001147

distance 0.309 · cross-district

#5 · Solapurcell 4960002995

distance 0.32 · cross-district

#6 · Laturcell 4810003471

distance 0.323 · cross-district

#7 · Sanglicell 4930000459

distance 0.359

#8 · Ahmednagarcell 4660003981

distance 0.361 · cross-district

#9 · Laturcell 4810003065

distance 0.364 · cross-district

#10 · Dharashivcell 4880001054

distance 0.365 · cross-district

#11 · Ahmednagarcell 4660004099

distance 0.374 · cross-district

#12 · Sanglicell 4930002708

distance 0.384

#13 · Nandedcell 4850000097

distance 0.388 · cross-district

#14 · Kolhapurcell 4800003869

distance 0.389 · cross-district

#15 · Dharashivcell 4880000915

distance 0.389 · cross-district

#16 · Nandedcell 4850004999

distance 0.397 · cross-district

#17 · Kolhapurcell 4800004942

distance 0.397 · cross-district

#18 · Ahmednagarcell 4660003031

distance 0.398 · 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":4930003761}}}'

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.