Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003193

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 4 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.232

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930001246

distance 0.232

#2 · Sanglicell 4930003376

distance 0.248

#3 · Sanglicell 4930004203

distance 0.266

#4 · Sanglicell 4930003550

distance 0.284

#5 · Sanglicell 4930001988

distance 0.302

#6 · Sanglicell 4930002011

distance 0.308

#7 · Sanglicell 4930004052

distance 0.315

#8 · Sanglicell 4930001520

distance 0.318

#9 · Sanglicell 4930003017

distance 0.322

#10 · Sataracell 4940000056

distance 0.322 · cross-district

#11 · Ahmednagarcell 4660014022

distance 0.327 · cross-district

#12 · Kolhapurcell 4800005784

distance 0.327 · cross-district

#13 · Sanglicell 4930003887

distance 0.332

#14 · Sataracell 4940000189

distance 0.333 · cross-district

#15 · Sataracell 4940000080

distance 0.334 · cross-district

#16 · Sanglicell 4930004356

distance 0.335

#17 · Sanglicell 4930003007

distance 0.338

#18 · Kolhapurcell 4800006061

distance 0.34 · 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":4930003193}}}'

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.