Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900009841

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

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.21

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900010136

distance 0.21

#2 · Punecell 4900007887

distance 0.225

#3 · Punecell 4900011071

distance 0.238

#4 · Punecell 4900010039

distance 0.258

#5 · Punecell 4900008327

distance 0.26

#6 · Punecell 4900010986

distance 0.261

#7 · Raigadcell 4910005879

distance 0.261 · cross-district

#8 · Punecell 4900009006

distance 0.261

#9 · Punecell 4900009420

distance 0.262

#10 · Raigadcell 4910005700

distance 0.263 · cross-district

#11 · Punecell 4900009737

distance 0.265

#12 · Raigadcell 4910005842

distance 0.272 · cross-district

#13 · Punecell 4900011972

distance 0.273

#14 · Punecell 4900010490

distance 0.276

#15 · Raigadcell 4910005567

distance 0.277 · cross-district

#16 · Raigadcell 4910005565

distance 0.281 · cross-district

#17 · Punecell 4900009628

distance 0.282

#18 · Punecell 4900008336

distance 0.283

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":4900009841}}}'

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.