Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007178

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

0.244

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900006564

distance 0.244

#2 · Punecell 4900007659

distance 0.28

#3 · Punecell 4900007177

distance 0.315

#4 · Punecell 4900007056

distance 0.315

#5 · Punecell 4900006803

distance 0.317

#6 · Punecell 4900006324

distance 0.327

#7 · Punecell 4900007419

distance 0.331

#8 · Punecell 4900007057

distance 0.361

#9 · Punecell 4900007418

distance 0.375

#10 · Punecell 4900005568

distance 0.377

#11 · Punecell 4900007176

distance 0.379

#12 · Punecell 4900006438

distance 0.379

#13 · Punecell 4900007539

distance 0.381

#14 · Punecell 4900007051

distance 0.394

#15 · Punecell 4900006680

distance 0.409

#16 · Thanecell 4970001166

distance 0.411 · cross-district

#17 · Punecell 4900006689

distance 0.416

#18 · Punecell 4900009941

distance 0.421

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":4900007178}}}'

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.