Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900005595

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.181

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900005731

distance 0.181

#2 · Punecell 4900007094

distance 0.46

#3 · Nashikcell 4870003363

distance 0.528 · cross-district

#4 · Punecell 4900006242

distance 0.534

#5 · Nashikcell 4870003231

distance 0.543 · cross-district

#6 · Punecell 4900007579

distance 0.622

#7 · Punecell 4900007345

distance 0.622

#8 · Punecell 4900009607

distance 0.631

#9 · Punecell 4900007344

distance 0.695

#10 · Nashikcell 4870002712

distance 0.703 · cross-district

#11 · Punecell 4900007218

distance 0.711

#12 · Punecell 4900007460

distance 0.72

#13 · Nashikcell 4870003100

distance 0.771 · cross-district

#14 · Punecell 4900005735

distance 0.772

#15 · Nashikcell 4870003098

distance 0.777 · cross-district

#16 · Punecell 4900007219

distance 0.778

#17 · Punecell 4900007467

distance 0.789

#18 · Beedcell 4700005696

distance 0.799 · cross-district

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":4900005595}}}'

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.