Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900002800

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.15

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960011297

distance 0.15 · cross-district

#2 · Beedcell 4700002784

distance 0.233 · cross-district

#3 · Solapurcell 4960011374

distance 0.266 · cross-district

#4 · Dharashivcell 4880003844

distance 0.274 · cross-district

#5 · Beedcell 4700003482

distance 0.283 · cross-district

#6 · Solapurcell 4960010754

distance 0.283 · cross-district

#7 · Jalgaoncell 4780000498

distance 0.287 · cross-district

#8 · Solapurcell 4960011388

distance 0.289 · cross-district

#9 · Punecell 4900002948

distance 0.305

#10 · Solapurcell 4960011375

distance 0.315 · cross-district

#11 · Punecell 4900002949

distance 0.315

#12 · Solapurcell 4960011378

distance 0.315 · cross-district

#13 · Sanglicell 4930006471

distance 0.319 · cross-district

#14 · Sanglicell 4930004437

distance 0.319 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690003655

distance 0.32 · cross-district

#16 · Solapurcell 4960011659

distance 0.32 · cross-district

#17 · Solapurcell 4960010180

distance 0.321 · cross-district

#18 · Nashikcell 4870003080

distance 0.322 · 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":4900002800}}}'

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.