Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007177

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

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.296

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900007539

distance 0.296

#2 · Punecell 4900007178

distance 0.315

#3 · Punecell 4900005309

distance 0.335

#4 · Punecell 4900007418

distance 0.336

#5 · Punecell 4900007555

distance 0.338

#6 · Punecell 4900007056

distance 0.339

#7 · Punecell 4900007419

distance 0.341

#8 · Punecell 4900007659

distance 0.353

#9 · Punecell 4900005564

distance 0.363

#10 · Punecell 4900007051

distance 0.371

#11 · Punecell 4900006689

distance 0.392

#12 · Punecell 4900003260

distance 0.396

#13 · Punecell 4900006910

distance 0.4

#14 · Punecell 4900007183

distance 0.405

#15 · Punecell 4900007657

distance 0.411

#16 · Punecell 4900007306

distance 0.412

#17 · Punecell 4900007176

distance 0.414

#18 · Punecell 4900007057

distance 0.422

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":4900007177}}}'

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.