Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900002810

The MH-36 locality cells most similar to this Pune 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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.393

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700002784

distance 0.393 · cross-district

#2 · Solapurcell 4960011297

distance 0.405 · cross-district

#3 · Punecell 4900002800

distance 0.407

#4 · Ahmednagarcell 4660000820

distance 0.41 · cross-district

#5 · Punecell 4900002949

distance 0.411

#6 · Ahmednagarcell 4660003216

distance 0.424 · cross-district

#7 · Dharashivcell 4880003779

distance 0.437 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690003654

distance 0.449 · cross-district

#9 · Solapurcell 4960011636

distance 0.452 · cross-district

#10 · Punecell 4900003909

distance 0.453

#11 · Ahmednagarcell 4660000465

distance 0.454 · cross-district

#12 · Dharashivcell 4880003846

distance 0.46 · cross-district

#13 · Solapurcell 4960011376

distance 0.462 · cross-district

#14 · Solapurcell 4960011372

distance 0.463 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690003655

distance 0.463 · cross-district

#16 · Solapurcell 4960011374

distance 0.465 · cross-district

#17 · Beedcell 4700006657

distance 0.47 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690005078

distance 0.472 · 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":490,"cluster_id":4900002810}}}'

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.