Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900011371

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 3 distinct districts

Index confidence

0.87

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 4900007164

distance 0.594

#2 · Punecell 4900006673

distance 0.672

#3 · Punecell 4900011169

distance 0.705

#4 · Thanecell 4970000484

distance 0.781 · cross-district

#5 · Thanecell 4970000427

distance 0.829 · cross-district

#6 · Kolhapurcell 4800001108

distance 0.833 · cross-district

#7 · Punecell 4900007166

distance 0.861

#8 · Kolhapurcell 4800001106

distance 0.883 · cross-district

#9 · Punecell 4900011370

distance 0.916

#10 · Punecell 4900011518

distance 0.916

#11 · Punecell 4900009725

distance 0.918

#12 · Punecell 4900012109

distance 0.926

#13 · Punecell 4900011092

distance 0.927

#14 · Punecell 4900012176

distance 0.928

#15 · Punecell 4900010752

distance 0.937

#16 · Punecell 4900010497

distance 0.937

#17 · Punecell 4900010589

distance 0.939

#18 · Punecell 4900010983

distance 0.94

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":4900011371}}}'

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.