Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900006595

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.436

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900006241

distance 0.436

#2 · Punecell 4900006115

distance 0.471

#3 · Punecell 4900006116

distance 0.496

#4 · Punecell 4900005594

distance 0.513

#5 · Punecell 4900005727

distance 0.532

#6 · Nashikcell 4870002713

distance 0.544 · cross-district

#7 · Nashikcell 4870002416

distance 0.562 · cross-district

#8 · Punecell 4900006962

distance 0.572

#9 · Punecell 4900006361

distance 0.575

#10 · Nashikcell 4870002962

distance 0.579 · cross-district

#11 · Punecell 4900007091

distance 0.581

#12 · Nashikcell 4870002423

distance 0.586 · cross-district

#13 · Nashikcell 4870002417

distance 0.594 · cross-district

#14 · Nashikcell 4870002606

distance 0.594 · cross-district

#15 · Nashikcell 4870002507

distance 0.598 · cross-district

#16 · Nashikcell 4870002838

distance 0.604 · cross-district

#17 · Nashikcell 4870002343

distance 0.608 · cross-district

#18 · Nashikcell 4870002505

distance 0.619 · 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":4900006595}}}'

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.