Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001249

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.223

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900001641

distance 0.223

#2 · Punecell 4900003656

distance 0.266

#3 · Punecell 4900002093

distance 0.321

#4 · Punecell 4900003664

distance 0.343

#5 · Punecell 4900002246

distance 0.385

#6 · Punecell 4900001123

distance 0.388

#7 · Punecell 4900003804

distance 0.408

#8 · Punecell 4900003400

distance 0.411

#9 · Punecell 4900001769

distance 0.414

#10 · Punecell 4900002690

distance 0.417

#11 · Punecell 4900001783

distance 0.418

#12 · Punecell 4900003393

distance 0.418

#13 · Punecell 4900001115

distance 0.419

#14 · Punecell 4900003382

distance 0.421

#15 · Punecell 4900001929

distance 0.422

#16 · Punecell 4900002396

distance 0.422

#17 · Punecell 4900002528

distance 0.425

#18 · Punecell 4900003531

distance 0.427

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":4900001249}}}'

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.