Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003895

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.22

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930002026

distance 0.22

#2 · Sanglicell 4930001274

distance 0.286

#3 · Sanglicell 4930003562

distance 0.296

#4 · Sanglicell 4930003385

distance 0.308

#5 · Sanglicell 4930001260

distance 0.308

#6 · Dharashivcell 4880004793

distance 0.311 · cross-district

#7 · Solapurcell 4960007382

distance 0.329 · cross-district

#8 · Solapurcell 4960012440

distance 0.331 · cross-district

#9 · Sanglicell 4930000939

distance 0.363

#10 · Jalgaoncell 4780001700

distance 0.371 · cross-district

#11 · Nashikcell 4870005143

distance 0.371 · cross-district

#12 · Ahmednagarcell 4660012487

distance 0.377 · cross-district

#13 · Ahmednagarcell 4660005098

distance 0.377 · cross-district

#14 · Jalgaoncell 4780002348

distance 0.38 · cross-district

#15 · Ahmednagarcell 4660010279

distance 0.382 · cross-district

#16 · Solapurcell 4960004068

distance 0.383 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690002064

distance 0.384 · cross-district

#18 · Sanglicell 4930000700

distance 0.384

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":4930003895}}}'

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.