Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900008351

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 1 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.205

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900010335

distance 0.205

#2 · Punecell 4900007790

distance 0.217

#3 · Punecell 4900008679

distance 0.219

#4 · Punecell 4900009345

distance 0.24

#5 · Punecell 4900009346

distance 0.245

#6 · Punecell 4900008015

distance 0.251

#7 · Punecell 4900008582

distance 0.251

#8 · Punecell 4900010244

distance 0.26

#9 · Punecell 4900010249

distance 0.262

#10 · Punecell 4900010060

distance 0.272

#11 · Punecell 4900010247

distance 0.272

#12 · Punecell 4900009865

distance 0.273

#13 · Punecell 4900009957

distance 0.274

#14 · Punecell 4900009562

distance 0.277

#15 · Punecell 4900008918

distance 0.277

#16 · Punecell 4900010058

distance 0.279

#17 · Punecell 4900010333

distance 0.286

#18 · Punecell 4900010147

distance 0.289

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":4900008351}}}'

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.