Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900002525

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.139

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900002067

distance 0.139

#2 · Raigadcell 4910001916

distance 0.239 · cross-district

#3 · Punecell 4900007292

distance 0.242

#4 · Raigadcell 4910001006

distance 0.245 · cross-district

#5 · Raigadcell 4910001267

distance 0.246 · cross-district

#6 · Raigadcell 4910001205

distance 0.25 · cross-district

#7 · Raigadcell 4910001130

distance 0.254 · cross-district

#8 · Punecell 4900003924

distance 0.258

#9 · Raigadcell 4910001568

distance 0.259 · cross-district

#10 · Punecell 4900003373

distance 0.27

#11 · Raigadcell 4910001187

distance 0.275 · cross-district

#12 · Raigadcell 4910001059

distance 0.276 · cross-district

#13 · Raigadcell 4910001074

distance 0.277 · cross-district

#14 · Raigadcell 4910001117

distance 0.279 · cross-district

#15 · Raigadcell 4910001563

distance 0.28 · cross-district

#16 · Raigadcell 4910001504

distance 0.28 · cross-district

#17 · Raigadcell 4910001203

distance 0.283 · cross-district

#18 · Raigadcell 4910001253

distance 0.283 · 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":4900002525}}}'

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.