Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006424

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.238

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930006355

distance 0.238

#2 · Punecell 4900008757

distance 0.262 · cross-district

#3 · Sanglicell 4930001571

distance 0.264

#4 · Ahmednagarcell 4660004364

distance 0.269 · cross-district

#5 · Buldhanacell 4720001676

distance 0.273 · cross-district

#6 · Sanglicell 4930006229

distance 0.284

#7 · Sanglicell 4930005822

distance 0.284

#8 · Ahmednagarcell 4660012898

distance 0.29 · cross-district

#9 · Beedcell 4700002178

distance 0.298 · cross-district

#10 · Sanglicell 4930004390

distance 0.307

#11 · Ahmednagarcell 4660012662

distance 0.308 · cross-district

#12 · Sanglicell 4930004836

distance 0.31

#13 · Nandedcell 4850000240

distance 0.311 · cross-district

#14 · Sanglicell 4930002390

distance 0.316

#15 · Wardhacell 4980000329

distance 0.316 · cross-district

#16 · Sanglicell 4930004058

distance 0.319

#17 · Ahmednagarcell 4660013982

distance 0.323 · cross-district

#18 · Dharashivcell 4880000558

distance 0.324 · 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":4930006424}}}'

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.