Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004510

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 2 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.171

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930005961

distance 0.171

#2 · Sanglicell 4930005303

distance 0.175

#3 · Sanglicell 4930001241

distance 0.221

#4 · Sanglicell 4930006314

distance 0.222

#5 · Sanglicell 4930004806

distance 0.222

#6 · Sanglicell 4930005887

distance 0.223

#7 · Sanglicell 4930004799

distance 0.227

#8 · Sanglicell 4930005888

distance 0.228

#9 · Sanglicell 4930006523

distance 0.228

#10 · Amravaticell 4680007019

distance 0.229 · cross-district

#11 · Sanglicell 4930005642

distance 0.231

#12 · Sanglicell 4930000590

distance 0.232

#13 · Sanglicell 4930005963

distance 0.233

#14 · Sanglicell 4930005060

distance 0.233

#15 · Sanglicell 4930006258

distance 0.238

#16 · Sanglicell 4930006045

distance 0.238

#17 · Sanglicell 4930005526

distance 0.24

#18 · Sanglicell 4930005202

distance 0.241

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":4930004510}}}'

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.