Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003993

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 8 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.237

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930002642

distance 0.237

#2 · Dharashivcell 4880003564

distance 0.257 · cross-district

#3 · Laturcell 4810003110

distance 0.27 · cross-district

#4 · Dharashivcell 4880006217

distance 0.288 · cross-district

#5 · Laturcell 4810003726

distance 0.304 · cross-district

#6 · Sanglicell 4930001955

distance 0.305

#7 · Solapurcell 4960002474

distance 0.313 · cross-district

#8 · Nandedcell 4850002452

distance 0.316 · cross-district

#9 · Solapurcell 4960002339

distance 0.322 · cross-district

#10 · Sanglicell 4930003659

distance 0.322

#11 · Laturcell 4810003407

distance 0.324 · cross-district

#12 · Solapurcell 4960010894

distance 0.331 · cross-district

#13 · Laturcell 4810004331

distance 0.332 · cross-district

#14 · Sanglicell 4930002475

distance 0.334

#15 · Buldhanacell 4720001315

distance 0.336 · cross-district

#16 · Sanglicell 4930002980

distance 0.337

#17 · Dhulecell 4740000942

distance 0.341 · cross-district

#18 · Jalnacell 4790002611

distance 0.342 · 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":4930003993}}}'

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.