Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900004507

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.42

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900007561

distance 0.42

#2 · Punecell 4900007313

distance 0.516

#3 · Punecell 4900007314

distance 0.551

#4 · Punecell 4900006948

distance 0.557

#5 · Punecell 4900007679

distance 0.574

#6 · Punecell 4900005797

distance 0.606

#7 · Punecell 4900006453

distance 0.607

#8 · Thanecell 4970000168

distance 0.612 · cross-district

#9 · Punecell 4900007560

distance 0.618

#10 · Punecell 4900007682

distance 0.619

#11 · Punecell 4900007190

distance 0.65

#12 · Chhatrapati Sambhajinagarcell 4690003010

distance 0.654 · cross-district

#13 · Punecell 4900005715

distance 0.662

#14 · Thanecell 4970000794

distance 0.672 · cross-district

#15 · Punecell 4900001381

distance 0.679

#16 · Punecell 4900006462

distance 0.679

#17 · Punecell 4900003301

distance 0.69

#18 · Punecell 4900006343

distance 0.692

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":4900004507}}}'

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.