Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003723

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.205

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930003891

distance 0.205

#2 · Sanglicell 4930001859

distance 0.285

#3 · Sanglicell 4930002862

distance 0.29

#4 · Sanglicell 4930002690

distance 0.295

#5 · Sanglicell 4930003390

distance 0.3

#6 · Sanglicell 4930002530

distance 0.301

#7 · Sanglicell 4930001032

distance 0.311

#8 · Sanglicell 4930001857

distance 0.312

#9 · Sanglicell 4930003030

distance 0.318

#10 · Laturcell 4810004904

distance 0.318 · cross-district

#11 · Sanglicell 4930003384

distance 0.319

#12 · Ahmednagarcell 4660011910

distance 0.32 · cross-district

#13 · Sanglicell 4930001396

distance 0.323

#14 · Chhatrapati Sambhajinagarcell 4690002939

distance 0.332 · cross-district

#15 · Jalgaoncell 4780001044

distance 0.333 · cross-district

#16 · Sanglicell 4930003557

distance 0.334

#17 · Sanglicell 4930001858

distance 0.335

#18 · Sanglicell 4930000453

distance 0.339

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":4930003723}}}'

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.