Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900009354

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 1 distinct districts

Index confidence

0.88

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.421

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900008929

distance 0.421

#2 · Punecell 4900008475

distance 0.547

#3 · Punecell 4900009143

distance 0.557

#4 · Punecell 4900008365

distance 0.638

#5 · Punecell 4900008144

distance 0.68

#6 · Punecell 4900007813

distance 0.825

#7 · Punecell 4900005461

distance 0.826

#8 · Punecell 4900008035

distance 0.83

#9 · Punecell 4900008478

distance 0.833

#10 · Punecell 4900007918

distance 0.86

#11 · Punecell 4900008477

distance 0.866

#12 · Punecell 4900009038

distance 0.867

#13 · Punecell 4900009039

distance 0.885

#14 · Punecell 4900009247

distance 0.896

#15 · Punecell 4900007437

distance 0.908

#16 · Punecell 4900009355

distance 0.911

#17 · Punecell 4900008364

distance 0.917

#18 · Punecell 4900007449

distance 0.919

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":4900009354}}}'

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.