Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004784

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.223

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930004516

distance 0.223

#2 · Sanglicell 4930000796

distance 0.26

#3 · Sanglicell 4930004361

distance 0.267

#4 · Nashikcell 4870004567

distance 0.284 · cross-district

#5 · Sanglicell 4930004515

distance 0.293

#6 · Solapurcell 4960008408

distance 0.295 · cross-district

#7 · Sanglicell 4930004206

distance 0.3

#8 · Sanglicell 4930004647

distance 0.303

#9 · Sanglicell 4930000594

distance 0.306

#10 · Sanglicell 4930004363

distance 0.308

#11 · Solapurcell 4960010120

distance 0.312 · cross-district

#12 · Sanglicell 4930004688

distance 0.313

#13 · Sanglicell 4930004367

distance 0.315

#14 · Ahmednagarcell 4660013575

distance 0.317 · cross-district

#15 · Sataracell 4940000282

distance 0.318 · cross-district

#16 · Solapurcell 4960008517

distance 0.318 · cross-district

#17 · Nashikcell 4870003678

distance 0.32 · cross-district

#18 · Nashikcell 4870004268

distance 0.321 · 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":4930004784}}}'

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.