Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930001059

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

0.198

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930000747

distance 0.198

#2 · Sanglicell 4930001883

distance 0.199

#3 · Sanglicell 4930002714

distance 0.22

#4 · Sanglicell 4930000956

distance 0.223

#5 · Beedcell 4700003585

distance 0.229 · cross-district

#6 · Sanglicell 4930000958

distance 0.234

#7 · Solapurcell 4960000009

distance 0.237 · cross-district

#8 · Nashikcell 4870007265

distance 0.239 · cross-district

#9 · Nashikcell 4870012942

distance 0.241 · cross-district

#10 · Beedcell 4700005281

distance 0.246 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690003817

distance 0.246 · cross-district

#12 · Sanglicell 4930006569

distance 0.247

#13 · Sanglicell 4930002545

distance 0.247

#14 · Beedcell 4700002555

distance 0.248 · cross-district

#15 · Sanglicell 4930005092

distance 0.249

#16 · Beedcell 4700001786

distance 0.25 · cross-district

#17 · Beedcell 4700003084

distance 0.25 · cross-district

#18 · Sanglicell 4930000851

distance 0.251

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":4930001059}}}'

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.