Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900003368

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

0.156

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900004209

distance 0.156

#2 · Punecell 4900005826

distance 0.187

#3 · Punecell 4900003504

distance 0.211

#4 · Punecell 4900002822

distance 0.211

#5 · Punecell 4900003107

distance 0.215

#6 · Punecell 4900005430

distance 0.217

#7 · Punecell 4900004471

distance 0.224

#8 · Punecell 4900006929

distance 0.228

#9 · Punecell 4900002964

distance 0.234

#10 · Raigadcell 4910001626

distance 0.239 · cross-district

#11 · Punecell 4900004207

distance 0.24

#12 · Punecell 4900004194

distance 0.24

#13 · Punecell 4900003772

distance 0.241

#14 · Punecell 4900005032

distance 0.242

#15 · Punecell 4900003242

distance 0.246

#16 · Punecell 4900004890

distance 0.248

#17 · Punecell 4900003498

distance 0.253

#18 · Punecell 4900007425

distance 0.254

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":4900003368}}}'

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.