Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930001072

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 12 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.283

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720000338

distance 0.283 · cross-district

#2 · Sanglicell 4930006574

distance 0.29

#3 · Sanglicell 4930000241

distance 0.294

#4 · Chhatrapati Sambhajinagarcell 4690001260

distance 0.316 · cross-district

#5 · Ahmednagarcell 4660004456

distance 0.321 · cross-district

#6 · Punecell 4900006652

distance 0.327 · cross-district

#7 · Nashikcell 4870004734

distance 0.328 · cross-district

#8 · Parbhanicell 4890001494

distance 0.328 · cross-district

#9 · Wardhacell 4980000187

distance 0.333 · cross-district

#10 · Yavatmalcell 5000001832

distance 0.334 · cross-district

#11 · Solapurcell 4960006807

distance 0.354 · cross-district

#12 · Yavatmalcell 5000002974

distance 0.359 · cross-district

#13 · Akolacell 4670001070

distance 0.361 · cross-district

#14 · Ahmednagarcell 4660014179

distance 0.362 · cross-district

#15 · Akolacell 4670000476

distance 0.364 · cross-district

#16 · Beedcell 4700000901

distance 0.367 · cross-district

#17 · Solapurcell 4960005609

distance 0.368 · cross-district

#18 · Ahmednagarcell 4660014250

distance 0.368 · 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":4930001072}}}'

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.