Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900002835

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.216

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900001921

distance 0.216

#2 · Punecell 4900003264

distance 0.227

#3 · Punecell 4900002231

distance 0.239

#4 · Punecell 4900001772

distance 0.245

#5 · Punecell 4900002686

distance 0.249

#6 · Punecell 4900002837

distance 0.255

#7 · Punecell 4900002382

distance 0.258

#8 · Punecell 4900002376

distance 0.264

#9 · Punecell 4900002976

distance 0.269

#10 · Punecell 4900002078

distance 0.273

#11 · Punecell 4900003668

distance 0.274

#12 · Punecell 4900003933

distance 0.277

#13 · Raigadcell 4910001275

distance 0.277 · cross-district

#14 · Punecell 4900002678

distance 0.278

#15 · Punecell 4900002533

distance 0.281

#16 · Punecell 4900002826

distance 0.283

#17 · Punecell 4900002827

distance 0.286

#18 · Punecell 4900002230

distance 0.287

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":4900002835}}}'

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.