Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930005557

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.2

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930005451

distance 0.2

#2 · Sanglicell 4930006065

distance 0.21

#3 · Beedcell 4700003285

distance 0.234 · cross-district

#4 · Sanglicell 4930005730

distance 0.25

#5 · Sanglicell 4930005447

distance 0.251

#6 · Sanglicell 4930005096

distance 0.252

#7 · Beedcell 4700003112

distance 0.258 · cross-district

#8 · Sanglicell 4930005671

distance 0.261

#9 · Sanglicell 4930005089

distance 0.267

#10 · Sanglicell 4930006402

distance 0.268

#11 · Sanglicell 4930006139

distance 0.268

#12 · Sanglicell 4930006277

distance 0.27

#13 · Kolhapurcell 4800002350

distance 0.271 · cross-district

#14 · Washimcell 4990003209

distance 0.272 · cross-district

#15 · Dharashivcell 4880000478

distance 0.273 · cross-district

#16 · Sanglicell 4930005207

distance 0.273

#17 · Sanglicell 4930005764

distance 0.275

#18 · Sanglicell 4930005832

distance 0.276

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":4930005557}}}'

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.