Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900009932

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

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.434

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900008444

distance 0.434

#2 · Punecell 4900010042

distance 0.445

#3 · Punecell 4900008221

distance 0.518

#4 · Punecell 4900007792

distance 0.54

#5 · Punecell 4900008211

distance 0.544

#6 · Punecell 4900007776

distance 0.547

#7 · Punecell 4900004620

distance 0.555

#8 · Punecell 4900007767

distance 0.561

#9 · Punecell 4900005183

distance 0.58

#10 · Punecell 4900008111

distance 0.594

#11 · Punecell 4900005184

distance 0.602

#12 · Punecell 4900004906

distance 0.615

#13 · Punecell 4900006556

distance 0.62

#14 · Punecell 4900008443

distance 0.621

#15 · Punecell 4900004886

distance 0.628

#16 · Punecell 4900009931

distance 0.63

#17 · Punecell 4900003787

distance 0.633

#18 · Punecell 4900008331

distance 0.647

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":4900009932}}}'

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.