Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900004458

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.182

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900001028

distance 0.182

#2 · Punecell 4900004290

distance 0.203

#3 · Punecell 4900001039

distance 0.209

#4 · Beedcell 4700006398

distance 0.212 · cross-district

#5 · Punecell 4900001991

distance 0.214

#6 · Punecell 4900000663

distance 0.215

#7 · Beedcell 4700004771

distance 0.217 · cross-district

#8 · Punecell 4900001161

distance 0.217

#9 · Beedcell 4700005826

distance 0.219 · cross-district

#10 · Beedcell 4700004061

distance 0.223 · cross-district

#11 · Punecell 4900000914

distance 0.223

#12 · Nashikcell 4870001022

distance 0.228 · cross-district

#13 · Sanglicell 4930004736

distance 0.23 · cross-district

#14 · Sanglicell 4930006925

distance 0.231 · cross-district

#15 · Sataracell 4940007289

distance 0.232 · cross-district

#16 · Sataracell 4940004592

distance 0.233 · cross-district

#17 · Punecell 4900002782

distance 0.234

#18 · Punecell 4900004840

distance 0.235

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":4900004458}}}'

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.