Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900008541

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

0.233

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940003245

distance 0.233 · cross-district

#2 · Sataracell 4940008879

distance 0.236 · cross-district

#3 · Sataracell 4940003244

distance 0.237 · cross-district

#4 · Punecell 4900006654

distance 0.24

#5 · Chhatrapati Sambhajinagarcell 4690000856

distance 0.24 · cross-district

#6 · Jalgaoncell 4780006929

distance 0.244 · cross-district

#7 · Jalgaoncell 4780005652

distance 0.245 · cross-district

#8 · Punecell 4900005147

distance 0.248

#9 · Punecell 4900006784

distance 0.248

#10 · Beedcell 4700004333

distance 0.249 · cross-district

#11 · Kolhapurcell 4800003895

distance 0.249 · cross-district

#12 · Jalgaoncell 4780004033

distance 0.254 · cross-district

#13 · Punecell 4900007866

distance 0.261

#14 · Jalgaoncell 4780004524

distance 0.262 · cross-district

#15 · Sanglicell 4930004700

distance 0.262 · cross-district

#16 · Punecell 4900002928

distance 0.263

#17 · Beedcell 4700007156

distance 0.265 · cross-district

#18 · Jalgaoncell 4780005558

distance 0.266 · 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":4900008541}}}'

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.