Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930001200

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.142

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930002602

distance 0.142

#2 · Laturcell 4810000973

distance 0.157 · cross-district

#3 · Sanglicell 4930003435

distance 0.163

#4 · Sanglicell 4930003807

distance 0.163

#5 · Beedcell 4700003046

distance 0.166 · cross-district

#6 · Sanglicell 4930001748

distance 0.176

#7 · Laturcell 4810001197

distance 0.178 · cross-district

#8 · Beedcell 4700002084

distance 0.179 · cross-district

#9 · Laturcell 4810001231

distance 0.179 · cross-district

#10 · Laturcell 4810001706

distance 0.182 · cross-district

#11 · Sanglicell 4930000874

distance 0.182

#12 · Beedcell 4700007029

distance 0.183 · cross-district

#13 · Beedcell 4700000867

distance 0.186 · cross-district

#14 · Sanglicell 4930006584

distance 0.188

#15 · Dharashivcell 4880002419

distance 0.188 · cross-district

#16 · Solapurcell 4960007765

distance 0.19 · cross-district

#17 · Sanglicell 4930002435

distance 0.19

#18 · Dharashivcell 4880005370

distance 0.196 · 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":4930001200}}}'

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.