Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900008544

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

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.269

lower = more alike (weighted)

The twins, closest first

#1 · Raigadcell 4910005762

distance 0.269 · cross-district

#2 · Punecell 4900010820

distance 0.322

#3 · Punecell 4900012175

distance 0.324

#4 · Punecell 4900010825

distance 0.352

#5 · Punecell 4900012170

distance 0.358

#6 · Raigadcell 4910005415

distance 0.363 · cross-district

#7 · Punecell 4900012105

distance 0.371

#8 · Punecell 4900011219

distance 0.371

#9 · Punecell 4900012088

distance 0.392

#10 · Raigadcell 4910005807

distance 0.4 · cross-district

#11 · Punecell 4900007781

distance 0.407

#12 · Punecell 4900009822

distance 0.42

#13 · Punecell 4900010023

distance 0.421

#14 · Punecell 4900009922

distance 0.424

#15 · Punecell 4900009821

distance 0.426

#16 · Punecell 4900010144

distance 0.427

#17 · Punecell 4900008104

distance 0.43

#18 · Punecell 4900010648

distance 0.435

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":4900008544}}}'

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.