Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900006473

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 4 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.655

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900006715

distance 0.655

#2 · Punecell 4900006965

distance 0.729

#3 · Punecell 4900006966

distance 0.76

#4 · Punecell 4900006843

distance 0.772

#5 · Punecell 4900005986

distance 0.795

#6 · Punecell 4900006479

distance 0.811

#7 · Punecell 4900006354

distance 0.813

#8 · Mumbai Suburbancell 4830000113

distance 0.871 · cross-district

#9 · Mumbai Suburbancell 4830000220

distance 0.875 · cross-district

#10 · Nashikcell 4870002839

distance 0.904 · cross-district

#11 · Punecell 4900006347

distance 0.906

#12 · Mumbai Suburbancell 4830000129

distance 0.907 · cross-district

#13 · Thanecell 4970000048

distance 0.908 · cross-district

#14 · Punecell 4900006472

distance 0.91

#15 · Punecell 4900006360

distance 0.912

#16 · Mumbai Suburbancell 4830000090

distance 0.915 · cross-district

#17 · Mumbai Suburbancell 4830000256

distance 0.916 · cross-district

#18 · Mumbai Suburbancell 4830000039

distance 0.917 · cross-district

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":4900006473}}}'

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.