Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900003087

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.177

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900001299

distance 0.177

#2 · Punecell 4900002790

distance 0.198

#3 · Punecell 4900004039

distance 0.226

#4 · Kolhapurcell 4800003965

distance 0.24 · cross-district

#5 · Punecell 4900004178

distance 0.24

#6 · Sataracell 4940008214

distance 0.243 · cross-district

#7 · Punecell 4900003086

distance 0.258

#8 · Sataracell 4940008833

distance 0.262 · cross-district

#9 · Sataracell 4940007160

distance 0.264 · cross-district

#10 · Beedcell 4700004067

distance 0.265 · cross-district

#11 · Punecell 4900004560

distance 0.266

#12 · Kolhapurcell 4800004623

distance 0.272 · cross-district

#13 · Sataracell 4940008781

distance 0.273 · cross-district

#14 · Punecell 4900005654

distance 0.274

#15 · Punecell 4900000347

distance 0.274

#16 · Sataracell 4940007903

distance 0.278 · cross-district

#17 · Punecell 4900001855

distance 0.279

#18 · Sataracell 4940004899

distance 0.28 · 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":4900003087}}}'

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.