Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003676

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.176

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930001788

distance 0.176

#2 · Sanglicell 4930004011

distance 0.223

#3 · Solapurcell 4960010673

distance 0.239 · cross-district

#4 · Sanglicell 4930002133

distance 0.246

#5 · Solapurcell 4960010820

distance 0.267 · cross-district

#6 · Beedcell 4700007583

distance 0.277 · cross-district

#7 · Beedcell 4700008561

distance 0.277 · cross-district

#8 · Laturcell 4810003413

distance 0.28 · cross-district

#9 · Sanglicell 4930004481

distance 0.284

#10 · Solapurcell 4960004133

distance 0.284 · cross-district

#11 · Ahmednagarcell 4660005720

distance 0.284 · cross-district

#12 · Parbhanicell 4890001544

distance 0.291 · cross-district

#13 · Ahmednagarcell 4660007664

distance 0.295 · cross-district

#14 · Sanglicell 4930002083

distance 0.303

#15 · Nagpurcell 4840007457

distance 0.305 · cross-district

#16 · Sanglicell 4930000504

distance 0.307

#17 · Sanglicell 4930005597

distance 0.316

#18 · Dharashivcell 4880002593

distance 0.316 · 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":4930003676}}}'

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.