Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003044

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.228

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930003432

distance 0.228

#2 · Sanglicell 4930002203

distance 0.261

#3 · Sanglicell 4930002874

distance 0.276

#4 · Ahmednagarcell 4660005218

distance 0.287 · cross-district

#5 · Sanglicell 4930001869

distance 0.299

#6 · Sanglicell 4930001025

distance 0.299

#7 · Sanglicell 4930001387

distance 0.32

#8 · Sanglicell 4930003725

distance 0.326

#9 · Sanglicell 4930002228

distance 0.329

#10 · Ahmednagarcell 4660008924

distance 0.335 · cross-district

#11 · Sanglicell 4930003732

distance 0.338

#12 · Sanglicell 4930003898

distance 0.341

#13 · Ahmednagarcell 4660009062

distance 0.347 · cross-district

#14 · Solapurcell 4960005144

distance 0.349 · cross-district

#15 · Sanglicell 4930003743

distance 0.35

#16 · Sanglicell 4930003411

distance 0.352

#17 · Nashikcell 4870007195

distance 0.352 · cross-district

#18 · Sanglicell 4930002372

distance 0.357

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":4930003044}}}'

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.