Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900009607

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 4 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.594

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900005731

distance 0.594

#2 · Punecell 4900005595

distance 0.631

#3 · Beedcell 4700005696

distance 0.692 · cross-district

#4 · Nashikcell 4870003098

distance 0.741 · cross-district

#5 · Nashikcell 4870003231

distance 0.759 · cross-district

#6 · Punecell 4900009606

distance 0.762

#7 · Punecell 4900005730

distance 0.779

#8 · Punecell 4900008507

distance 0.78

#9 · Punecell 4900007217

distance 0.797

#10 · Punecell 4900001859

distance 0.808

#11 · Punecell 4900007094

distance 0.812

#12 · Punecell 4900007218

distance 0.816

#13 · Nashikcell 4870003363

distance 0.817 · cross-district

#14 · Bhandaracell 4710002186

distance 0.818 · cross-district

#15 · Punecell 4900002011

distance 0.84

#16 · Punecell 4900007579

distance 0.855

#17 · Punecell 4900006242

distance 0.856

#18 · Nashikcell 4870004240

distance 0.895 · 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":4900009607}}}'

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.