Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000715

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.215

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900000134

distance 0.215

#2 · Punecell 4900000469

distance 0.23

#3 · Punecell 4900000240

distance 0.23

#4 · Punecell 4900001312

distance 0.239

#5 · Punecell 4900001485

distance 0.24

#6 · Sataracell 4940007722

distance 0.249 · cross-district

#7 · Solapurcell 4960009166

distance 0.25 · cross-district

#8 · Solapurcell 4960004668

distance 0.254 · cross-district

#9 · Kolhapurcell 4800003596

distance 0.255 · cross-district

#10 · Nashikcell 4870003702

distance 0.266 · cross-district

#11 · Punecell 4900000901

distance 0.267

#12 · Solapurcell 4960007929

distance 0.27 · cross-district

#13 · Sataracell 4940008592

distance 0.27 · cross-district

#14 · Nashikcell 4870004998

distance 0.272 · cross-district

#15 · Sanglicell 4930000142

distance 0.279 · cross-district

#16 · Punecell 4900000811

distance 0.28

#17 · Punecell 4900004463

distance 0.28

#18 · Kolhapurcell 4800004610

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":4900000715}}}'

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.