Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900005856

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.27

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900006842

distance 0.27

#2 · Punecell 4900005985

distance 0.384

#3 · Punecell 4900006115

distance 0.423

#4 · Punecell 4900006966

distance 0.459

#5 · Punecell 4900006117

distance 0.487

#6 · Punecell 4900006843

distance 0.5

#7 · Punecell 4900006965

distance 0.585

#8 · Punecell 4900006116

distance 0.599

#9 · Nashikcell 4870002717

distance 0.609 · cross-district

#10 · Nashikcell 4870003095

distance 0.631 · cross-district

#11 · Nashikcell 4870003091

distance 0.649 · cross-district

#12 · Nashikcell 4870002841

distance 0.684 · cross-district

#13 · Punecell 4900006360

distance 0.693

#14 · Nashikcell 4870002840

distance 0.722 · cross-district

#15 · Nashikcell 4870002839

distance 0.728 · cross-district

#16 · Nashikcell 4870002606

distance 0.761 · cross-district

#17 · Nashikcell 4870002967

distance 0.771 · cross-district

#18 · Nashikcell 4870002508

distance 0.771 · 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":4900005856}}}'

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.