Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002938

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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.278

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880000980

distance 0.278 · cross-district

#2 · Jalnacell 4790000212

distance 0.293 · cross-district

#3 · Solapurcell 4960005916

distance 0.319 · cross-district

#4 · Sanglicell 4930003386

distance 0.338

#5 · Sanglicell 4930002082

distance 0.344

#6 · Dharashivcell 4880001437

distance 0.35 · cross-district

#7 · Sanglicell 4930002020

distance 0.361

#8 · Solapurcell 4960004298

distance 0.373 · cross-district

#9 · Sanglicell 4930000722

distance 0.377

#10 · Dharashivcell 4880006093

distance 0.381 · cross-district

#11 · Ahmednagarcell 4660002682

distance 0.381 · cross-district

#12 · Beedcell 4700006263

distance 0.382 · cross-district

#13 · Sanglicell 4930000427

distance 0.385

#14 · Nandedcell 4850002944

distance 0.387 · cross-district

#15 · Buldhanacell 4720000913

distance 0.388 · cross-district

#16 · Solapurcell 4960004761

distance 0.391 · cross-district

#17 · Washimcell 4990002347

distance 0.394 · cross-district

#18 · Ahmednagarcell 4660011906

distance 0.399 · 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":4930002938}}}'

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.