Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900005048

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.306

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900004906

distance 0.306

#2 · Punecell 4900005583

distance 0.43

#3 · Punecell 4900005319

distance 0.443

#4 · Punecell 4900005047

distance 0.46

#5 · Punecell 4900004620

distance 0.482

#6 · Punecell 4900007673

distance 0.49

#7 · Punecell 4900005183

distance 0.495

#8 · Punecell 4900005449

distance 0.52

#9 · Punecell 4900004907

distance 0.527

#10 · Punecell 4900004762

distance 0.573

#11 · Punecell 4900006556

distance 0.575

#12 · Punecell 4900004904

distance 0.592

#13 · Punecell 4900005182

distance 0.6

#14 · Punecell 4900007572

distance 0.605

#15 · Punecell 4900003647

distance 0.606

#16 · Punecell 4900006695

distance 0.629

#17 · Punecell 4900003787

distance 0.639

#18 · Punecell 4900004903

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":4900005048}}}'

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.