Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002747

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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.197

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810000944

distance 0.197 · cross-district

#2 · Beedcell 4700000061

distance 0.22 · cross-district

#3 · Nashikcell 4870012063

distance 0.223 · cross-district

#4 · Punecell 4900001899

distance 0.228 · cross-district

#5 · Chhatrapati Sambhajinagarcell 4690000674

distance 0.228 · cross-district

#6 · Dharashivcell 4880004225

distance 0.231 · cross-district

#7 · Ahmednagarcell 4660012690

distance 0.235 · cross-district

#8 · Solapurcell 4960011385

distance 0.235 · cross-district

#9 · Solapurcell 4960010335

distance 0.24 · cross-district

#10 · Beedcell 4700000060

distance 0.243 · cross-district

#11 · Buldhanacell 4720002461

distance 0.244 · cross-district

#12 · Laturcell 4810000433

distance 0.245 · cross-district

#13 · Solapurcell 4960011659

distance 0.246 · cross-district

#14 · Laturcell 4810004917

distance 0.247 · cross-district

#15 · Solapurcell 4960010431

distance 0.252 · cross-district

#16 · Ahmednagarcell 4660008531

distance 0.252 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690000787

distance 0.253 · cross-district

#18 · Ahmednagarcell 4660008230

distance 0.253 · 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":4930002747}}}'

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.