Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004355

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.295

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930005955

distance 0.295

#2 · Sanglicell 4930004356

distance 0.301

#3 · Sanglicell 4930005804

distance 0.311

#4 · Sanglicell 4930005412

distance 0.343

#5 · Nashikcell 4870004565

distance 0.351 · cross-district

#6 · Nashikcell 4870007919

distance 0.357 · cross-district

#7 · Solapurcell 4960007917

distance 0.368 · cross-district

#8 · Sataracell 4940000156

distance 0.369 · cross-district

#9 · Solapurcell 4960007798

distance 0.37 · cross-district

#10 · Solapurcell 4960011067

distance 0.372 · cross-district

#11 · Ahmednagarcell 4660013424

distance 0.378 · cross-district

#12 · Nashikcell 4870003408

distance 0.379 · cross-district

#13 · Nashikcell 4870003984

distance 0.381 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690006604

distance 0.382 · cross-district

#15 · Sataracell 4940000431

distance 0.383 · cross-district

#16 · Nashikcell 4870004850

distance 0.383 · cross-district

#17 · Solapurcell 4960009581

distance 0.384 · cross-district

#18 · Nashikcell 4870007491

distance 0.384 · 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":4930004355}}}'

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.