Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002682

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.239

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930002681

distance 0.239

#2 · Sanglicell 4930001244

distance 0.309

#3 · Sanglicell 4930003545

distance 0.326

#4 · Sanglicell 4930003186

distance 0.331

#5 · Sanglicell 4930003539

distance 0.35

#6 · Sanglicell 4930002511

distance 0.383

#7 · Sanglicell 4930002154

distance 0.392

#8 · Jalgaoncell 4780009407

distance 0.396 · cross-district

#9 · Sanglicell 4930002336

distance 0.397

#10 · Sanglicell 4930003867

distance 0.402

#11 · Sanglicell 4930003543

distance 0.407

#12 · Sanglicell 4930003883

distance 0.41

#13 · Jalgaoncell 4780009408

distance 0.415 · cross-district

#14 · Sanglicell 4930002342

distance 0.416

#15 · Ahmednagarcell 4660014236

distance 0.416 · cross-district

#16 · Sataracell 4940003905

distance 0.419 · cross-district

#17 · Nandurbarcell 4860002308

distance 0.419 · cross-district

#18 · Nagpurcell 4840004038

distance 0.42 · 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":4930002682}}}'

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.