Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900002059

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 10 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.121

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900001625

distance 0.121

#2 · Punecell 4900002213

distance 0.15

#3 · Punecell 4900004190

distance 0.202

#4 · Punecell 4900001898

distance 0.208

#5 · Solapurcell 4960012582

distance 0.21 · cross-district

#6 · Punecell 4900002055

distance 0.224

#7 · Sanglicell 4930004128

distance 0.23 · cross-district

#8 · Punecell 4900002950

distance 0.239

#9 · Ahmednagarcell 4660005562

distance 0.242 · cross-district

#10 · Dharashivcell 4880003788

distance 0.247 · cross-district

#11 · Laturcell 4810003189

distance 0.25 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690000848

distance 0.25 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690000797

distance 0.251 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690000780

distance 0.255 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690000847

distance 0.259 · cross-district

#16 · Nandedcell 4850004345

distance 0.259 · cross-district

#17 · Beedcell 4700004233

distance 0.261 · cross-district

#18 · Kolhapurcell 4800003750

distance 0.261 · 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":4900002059}}}'

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.