Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004358

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.205

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930001249

distance 0.205

#2 · Sanglicell 4930004643

distance 0.228

#3 · Sanglicell 4930004503

distance 0.229

#4 · Sanglicell 4930004211

distance 0.258

#5 · Sanglicell 4930004357

distance 0.263

#6 · Sanglicell 4930004920

distance 0.277

#7 · Amravaticell 4680006266

distance 0.277 · cross-district

#8 · Sataracell 4940000541

distance 0.283 · cross-district

#9 · Sanglicell 4930001248

distance 0.29

#10 · Amravaticell 4680006122

distance 0.296 · cross-district

#11 · Sanglicell 4930001516

distance 0.3

#12 · Sataracell 4940000110

distance 0.304 · cross-district

#13 · Amravaticell 4680006267

distance 0.304 · cross-district

#14 · Sataracell 4940000054

distance 0.305 · cross-district

#15 · Amravaticell 4680008876

distance 0.306 · cross-district

#16 · Sataracell 4940004132

distance 0.306 · cross-district

#17 · Sanglicell 4930004502

distance 0.307

#18 · Amravaticell 4680005970

distance 0.307 · 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":4930004358}}}'

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.