Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002822

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

0.145

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930003169

distance 0.145

#2 · Sanglicell 4930002484

distance 0.155

#3 · Sanglicell 4930003521

distance 0.178

#4 · Sataracell 4940000010

distance 0.228 · cross-district

#5 · Sataracell 4940000000

distance 0.228 · cross-district

#6 · Kolhapurcell 4800005993

distance 0.235 · cross-district

#7 · Sanglicell 4930003865

distance 0.238

#8 · Sanglicell 4930001978

distance 0.242

#9 · Sanglicell 4930003864

distance 0.244

#10 · Kolhapurcell 4800005948

distance 0.246 · cross-district

#11 · Kolhapurcell 4800006257

distance 0.252 · cross-district

#12 · Kolhapurcell 4800005949

distance 0.256 · cross-district

#13 · Sanglicell 4930002650

distance 0.258

#14 · Sanglicell 4930003520

distance 0.262

#15 · Sanglicell 4930002996

distance 0.267

#16 · Sanglicell 4930002995

distance 0.268

#17 · Sanglicell 4930003695

distance 0.27

#18 · Sanglicell 4930001356

distance 0.27

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":4930002822}}}'

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.