Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900005800

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 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.209

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900005387

distance 0.209

#2 · Punecell 4900001171

distance 0.214

#3 · Punecell 4900002792

distance 0.218

#4 · Punecell 4900000387

distance 0.227

#5 · Beedcell 4700000281

distance 0.232 · cross-district

#6 · Sanglicell 4930004399

distance 0.232 · cross-district

#7 · Beedcell 4700000055

distance 0.235 · cross-district

#8 · Punecell 4900003904

distance 0.237

#9 · Punecell 4900000557

distance 0.244

#10 · Punecell 4900000769

distance 0.244

#11 · Ahmednagarcell 4660006497

distance 0.247 · cross-district

#12 · Laturcell 4810000185

distance 0.252 · cross-district

#13 · Kolhapurcell 4800005045

distance 0.253 · cross-district

#14 · Ahmednagarcell 4660000966

distance 0.253 · cross-district

#15 · Kolhapurcell 4800004438

distance 0.253 · cross-district

#16 · Nashikcell 4870011470

distance 0.255 · cross-district

#17 · Punecell 4900002337

distance 0.256

#18 · Solapurcell 4960009833

distance 0.256 · 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":4900005800}}}'

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.