Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900009515

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

0.332

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900009618

distance 0.332

#2 · Raigadcell 4910003787

distance 0.406 · cross-district

#3 · Raigadcell 4910002865

distance 0.5 · cross-district

#4 · Raigadcell 4910003840

distance 0.507 · cross-district

#5 · Punecell 4900009617

distance 0.52

#6 · Punecell 4900010577

distance 0.525

#7 · Punecell 4900007294

distance 0.526

#8 · Punecell 4900009620

distance 0.551

#9 · Punecell 4900010407

distance 0.591

#10 · Raigadcell 4910002515

distance 0.602 · cross-district

#11 · Raigadcell 4910002363

distance 0.611 · cross-district

#12 · Raigadcell 4910003946

distance 0.612 · cross-district

#13 · Punecell 4900009526

distance 0.633

#14 · Raigadcell 4910002666

distance 0.649 · cross-district

#15 · Punecell 4900011226

distance 0.661

#16 · Punecell 4900007160

distance 0.667

#17 · Punecell 4900009525

distance 0.685

#18 · Punecell 4900006428

distance 0.685

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":4900009515}}}'

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.