Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900003363

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.197

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900003362

distance 0.197

#2 · Punecell 4900005516

distance 0.237

#3 · Sataracell 4940005456

distance 0.241 · cross-district

#4 · Nashikcell 4870010332

distance 0.243 · cross-district

#5 · Sataracell 4940005575

distance 0.25 · cross-district

#6 · Sataracell 4940007294

distance 0.272 · cross-district

#7 · Punecell 4900008877

distance 0.277

#8 · Beedcell 4700004066

distance 0.281 · cross-district

#9 · Punecell 4900009097

distance 0.291

#10 · Ahmednagarcell 4660002529

distance 0.307 · cross-district

#11 · Ahmednagarcell 4660003249

distance 0.313 · cross-district

#12 · Solapurcell 4960011636

distance 0.315 · cross-district

#13 · Punecell 4900001490

distance 0.318

#14 · Solapurcell 4960011054

distance 0.319 · cross-district

#15 · Punecell 4900003494

distance 0.322

#16 · Beedcell 4700006004

distance 0.331 · cross-district

#17 · Sanglicell 4930007058

distance 0.332 · cross-district

#18 · Solapurcell 4960011738

distance 0.336 · 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":4900003363}}}'

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.