Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930001779

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.161

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880002159

distance 0.161 · cross-district

#2 · Dharashivcell 4880004139

distance 0.169 · cross-district

#3 · Laturcell 4810002871

distance 0.17 · cross-district

#4 · Sanglicell 4930000323

distance 0.178

#5 · Sanglicell 4930003605

distance 0.18

#6 · Beedcell 4700001262

distance 0.181 · cross-district

#7 · Laturcell 4810002595

distance 0.181 · cross-district

#8 · Sanglicell 4930003430

distance 0.181

#9 · Laturcell 4810002692

distance 0.186 · cross-district

#10 · Sanglicell 4930002438

distance 0.191

#11 · Sanglicell 4930001617

distance 0.191

#12 · Sanglicell 4930003119

distance 0.192

#13 · Laturcell 4810002303

distance 0.192 · cross-district

#14 · Laturcell 4810000514

distance 0.193 · cross-district

#15 · Laturcell 4810002478

distance 0.195 · cross-district

#16 · Laturcell 4810002875

distance 0.196 · cross-district

#17 · Laturcell 4810002318

distance 0.197 · cross-district

#18 · Beedcell 4700007104

distance 0.2 · 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":4930001779}}}'

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.