Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003321

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 4 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.151

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930002463

distance 0.151

#2 · Sanglicell 4930003841

distance 0.159

#3 · Sanglicell 4930002790

distance 0.159

#4 · Sanglicell 4930001796

distance 0.161

#5 · Solapurcell 4960002465

distance 0.169 · cross-district

#6 · Sanglicell 4930002285

distance 0.169

#7 · Sanglicell 4930005158

distance 0.17

#8 · Sanglicell 4930005781

distance 0.174

#9 · Solapurcell 4960001576

distance 0.174 · cross-district

#10 · Solapurcell 4960001579

distance 0.174 · cross-district

#11 · Beedcell 4700007307

distance 0.183 · cross-district

#12 · Solapurcell 4960003295

distance 0.185 · cross-district

#13 · Sanglicell 4930005503

distance 0.186

#14 · Beedcell 4700007668

distance 0.186 · cross-district

#15 · Sanglicell 4930004767

distance 0.189

#16 · Nandedcell 4850004311

distance 0.192 · cross-district

#17 · Beedcell 4700007755

distance 0.197 · cross-district

#18 · Sanglicell 4930002959

distance 0.198

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":4930003321}}}'

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.