Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900009708

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 9 distinct districts

Index confidence

0.9

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 4900009605

distance 0.42

#2 · Punecell 4900009501

distance 0.456

#3 · Nashikcell 4870001839

distance 0.482 · cross-district

#4 · Nashikcell 4870001748

distance 0.594 · cross-district

#5 · Jalnacell 4790003956

distance 0.662 · cross-district

#6 · Chhatrapati Sambhajinagarcell 4690002689

distance 0.727 · cross-district

#7 · Ahmednagarcell 4660005690

distance 0.761 · cross-district

#8 · Punecell 4900009606

distance 0.791

#9 · Nashikcell 4870010846

distance 0.798 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690002890

distance 0.824 · cross-district

#11 · Beedcell 4700005409

distance 0.845 · cross-district

#12 · Punecell 4900009502

distance 0.848

#13 · Nashikcell 4870002332

distance 0.864 · cross-district

#14 · Raigadcell 4910005816

distance 0.872 · cross-district

#15 · Thanecell 4970000952

distance 0.878 · cross-district

#16 · Chandrapurcell 4730003387

distance 0.91 · cross-district

#17 · Nashikcell 4870010584

distance 0.92 · cross-district

#18 · Ahmednagarcell 4660005137

distance 0.931 · 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":4900009708}}}'

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.