Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900009249

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

0.592

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900009037

distance 0.592

#2 · Punecell 4900009247

distance 0.607

#3 · Punecell 4900009648

distance 0.653

#4 · Punecell 4900008479

distance 0.679

#5 · Punecell 4900008364

distance 0.738

#6 · Punecell 4900008811

distance 0.755

#7 · Punecell 4900008701

distance 0.757

#8 · Punecell 4900009142

distance 0.758

#9 · Punecell 4900008584

distance 0.765

#10 · Punecell 4900005847

distance 0.768

#11 · Punecell 4900009248

distance 0.783

#12 · Punecell 4900009144

distance 0.794

#13 · Punecell 4900009250

distance 0.797

#14 · Punecell 4900009129

distance 0.801

#15 · Punecell 4900009141

distance 0.807

#16 · Punecell 4900008366

distance 0.816

#17 · Punecell 4900008478

distance 0.826

#18 · Punecell 4900009147

distance 0.835

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":4900009249}}}'

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.