Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003855

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.157

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930003340

distance 0.157

#2 · Sanglicell 4930003163

distance 0.206

#3 · Sanglicell 4930002142

distance 0.278

#4 · Sanglicell 4930003688

distance 0.289

#5 · Sanglicell 4930003343

distance 0.307

#6 · Sanglicell 4930002140

distance 0.314

#7 · Kolhapurcell 4800005877

distance 0.332 · cross-district

#8 · Sataracell 4940000020

distance 0.332 · cross-district

#9 · Sanglicell 4930003690

distance 0.333

#10 · Sanglicell 4930002311

distance 0.342

#11 · Sataracell 4940000206

distance 0.349 · cross-district

#12 · Kolhapurcell 4800006270

distance 0.349 · cross-district

#13 · Kolhapurcell 4800006034

distance 0.353 · cross-district

#14 · Kolhapurcell 4800004830

distance 0.353 · cross-district

#15 · Sanglicell 4930001494

distance 0.354

#16 · Sataracell 4940000520

distance 0.355 · cross-district

#17 · Sataracell 4940000474

distance 0.356 · cross-district

#18 · Sanglicell 4930002310

distance 0.358

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":4930003855}}}'

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.