Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001897

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.24

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660001340

distance 0.24 · cross-district

#2 · Sanglicell 4930004280

distance 0.242 · cross-district

#3 · Sanglicell 4930002577

distance 0.245 · cross-district

#4 · Chhatrapati Sambhajinagarcell 4690000070

distance 0.249 · cross-district

#5 · Sanglicell 4930004995

distance 0.25 · cross-district

#6 · Chhatrapati Sambhajinagarcell 4690000725

distance 0.257 · cross-district

#7 · Punecell 4900005670

distance 0.26

#8 · Nandedcell 4850004476

distance 0.264 · cross-district

#9 · Punecell 4900007262

distance 0.264

#10 · Kolhapurcell 4800004632

distance 0.264 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690001623

distance 0.27 · cross-district

#12 · Punecell 4900003906

distance 0.274

#13 · Laturcell 4810004883

distance 0.275 · cross-district

#14 · Kolhapurcell 4800004725

distance 0.275 · cross-district

#15 · Punecell 4900000972

distance 0.279

#16 · Chhatrapati Sambhajinagarcell 4690000845

distance 0.28 · cross-district

#17 · Punecell 4900007016

distance 0.28

#18 · Ahmednagarcell 4660002078

distance 0.282 · 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":4900001897}}}'

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.