Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900005927

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 12 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.427

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800003868

distance 0.427 · cross-district

#2 · Chhatrapati Sambhajinagarcell 4690002989

distance 0.448 · cross-district

#3 · Nagpurcell 4840004961

distance 0.464 · cross-district

#4 · Punecell 4900010119

distance 0.494

#5 · Punecell 4900004050

distance 0.508

#6 · Chhatrapati Sambhajinagarcell 4690000375

distance 0.523 · cross-district

#7 · Punecell 4900000130

distance 0.527

#8 · Nagpurcell 4840004273

distance 0.545 · cross-district

#9 · Nandedcell 4850001977

distance 0.548 · cross-district

#10 · Parbhanicell 4890000698

distance 0.548 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690003701

distance 0.55 · cross-district

#12 · Dharashivcell 4880001447

distance 0.557 · cross-district

#13 · Solapurcell 4960005003

distance 0.557 · cross-district

#14 · Beedcell 4700007727

distance 0.564 · cross-district

#15 · Akolacell 4670001849

distance 0.566 · cross-district

#16 · Nandedcell 4850002231

distance 0.575 · cross-district

#17 · Bhandaracell 4710001856

distance 0.579 · cross-district

#18 · Nashikcell 4870010582

distance 0.588 · 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":4900005927}}}'

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.