Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007456

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

0.592

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900005730

distance 0.592

#2 · Punecell 4900006968

distance 0.623

#3 · Punecell 4900006967

distance 0.66

#4 · Nashikcell 4870002715

distance 0.674 · cross-district

#5 · Punecell 4900006844

distance 0.683

#6 · Punecell 4900005855

distance 0.69

#7 · Punecell 4900007334

distance 0.691

#8 · Punecell 4900006841

distance 0.695

#9 · Nashikcell 4870002509

distance 0.772 · cross-district

#10 · Punecell 4900007457

distance 0.792

#11 · Punecell 4900008507

distance 0.804

#12 · Nashikcell 4870003232

distance 0.804 · cross-district

#13 · Nashikcell 4870002718

distance 0.805 · cross-district

#14 · Nashikcell 4870002602

distance 0.807 · cross-district

#15 · Nashikcell 4870003090

distance 0.812 · cross-district

#16 · Punecell 4900007093

distance 0.816

#17 · Nashikcell 4870002716

distance 0.824 · cross-district

#18 · Nashikcell 4870003098

distance 0.836 · 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":4900007456}}}'

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.