Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004350

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.313

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930003361

distance 0.313

#2 · Sanglicell 4930004070

distance 0.321

#3 · Sanglicell 4930004058

distance 0.322

#4 · Sanglicell 4930001008

distance 0.331

#5 · Nashikcell 4870004857

distance 0.333 · cross-district

#6 · Sataracell 4940000195

distance 0.336 · cross-district

#7 · Sanglicell 4930006403

distance 0.336

#8 · Sataracell 4940000489

distance 0.34 · cross-district

#9 · Sanglicell 4930005822

distance 0.342

#10 · Sataracell 4940001106

distance 0.344 · cross-district

#11 · Nashikcell 4870007602

distance 0.344 · cross-district

#12 · Sanglicell 4930005178

distance 0.345

#13 · Nashikcell 4870005849

distance 0.348 · cross-district

#14 · Sanglicell 4930006193

distance 0.35

#15 · Amravaticell 4680006290

distance 0.355 · cross-district

#16 · Sanglicell 4930005975

distance 0.358

#17 · Ahmednagarcell 4660014102

distance 0.365 · cross-district

#18 · Sanglicell 4930004638

distance 0.366

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":4930004350}}}'

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.