Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002952

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 10 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.208

lower = more alike (weighted)

The twins, closest first

#1 · Nashikcell 4870011950

distance 0.208 · cross-district

#2 · Dharashivcell 4880005545

distance 0.262 · cross-district

#3 · Sanglicell 4930003647

distance 0.267

#4 · Buldhanacell 4720000238

distance 0.278 · cross-district

#5 · Yavatmalcell 5000005684

distance 0.282 · cross-district

#6 · Chhatrapati Sambhajinagarcell 4690005467

distance 0.282 · cross-district

#7 · Nashikcell 4870011951

distance 0.286 · cross-district

#8 · Buldhanacell 4720000074

distance 0.289 · cross-district

#9 · Sanglicell 4930004739

distance 0.292

#10 · Washimcell 4990002245

distance 0.296 · cross-district

#11 · Jalgaoncell 4780000361

distance 0.296 · cross-district

#12 · Jalgaoncell 4780006574

distance 0.297 · cross-district

#13 · Dharashivcell 4880004430

distance 0.298 · cross-district

#14 · Buldhanacell 4720000157

distance 0.302 · cross-district

#15 · Nandedcell 4850001602

distance 0.304 · cross-district

#16 · Akolacell 4670000101

distance 0.31 · cross-district

#17 · Nandedcell 4850002501

distance 0.311 · cross-district

#18 · Buldhanacell 4720000134

distance 0.312 · 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":4930002952}}}'

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.