Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900005730

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.592

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900007456

distance 0.592

#2 · Nashikcell 4870003098

distance 0.596 · cross-district

#3 · Nashikcell 4870002715

distance 0.623 · cross-district

#4 · Punecell 4900006844

distance 0.632

#5 · Punecell 4900007457

distance 0.651

#6 · Punecell 4900007217

distance 0.66

#7 · Punecell 4900006968

distance 0.715

#8 · Punecell 4900007220

distance 0.719

#9 · Punecell 4900006967

distance 0.743

#10 · Punecell 4900007218

distance 0.771

#11 · Punecell 4900007093

distance 0.772

#12 · Punecell 4900009607

distance 0.779

#13 · Punecell 4900007219

distance 0.78

#14 · Punecell 4900005731

distance 0.799

#15 · Punecell 4900005855

distance 0.81

#16 · Punecell 4900005595

distance 0.82

#17 · Punecell 4900005728

distance 0.823

#18 · Punecell 4900006722

distance 0.829

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":4900005730}}}'

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.