Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002487

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.206

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930002146

distance 0.206

#2 · Sanglicell 4930002655

distance 0.214

#3 · Sanglicell 4930000993

distance 0.233

#4 · Sanglicell 4930001982

distance 0.242

#5 · Sanglicell 4930000775

distance 0.26

#6 · Sanglicell 4930002484

distance 0.265

#7 · Sanglicell 4930001978

distance 0.27

#8 · Dhulecell 4740004247

distance 0.279 · cross-district

#9 · Sanglicell 4930003157

distance 0.286

#10 · Sanglicell 4930002483

distance 0.287

#11 · Nashikcell 4870011585

distance 0.288 · cross-district

#12 · Kolhapurcell 4800006052

distance 0.289 · cross-district

#13 · Dhulecell 4740006060

distance 0.291 · cross-district

#14 · Sanglicell 4930002147

distance 0.291

#15 · Nandurbarcell 4860000932

distance 0.293 · cross-district

#16 · Nandurbarcell 4860000813

distance 0.295 · cross-district

#17 · Nashikcell 4870013350

distance 0.296 · cross-district

#18 · Solapurcell 4960005696

distance 0.296 · 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":4930002487}}}'

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.