Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900005857

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.433

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900006476

distance 0.433

#2 · Punecell 4900007334

distance 0.517

#3 · Punecell 4900007814

distance 0.632

#4 · Punecell 4900007333

distance 0.636

#5 · Nashikcell 4870003096

distance 0.64 · cross-district

#6 · Punecell 4900007211

distance 0.644

#7 · Punecell 4900006233

distance 0.662

#8 · Punecell 4900006236

distance 0.669

#9 · Punecell 4900006964

distance 0.683

#10 · Nashikcell 4870003090

distance 0.689 · cross-district

#11 · Punecell 4900007089

distance 0.722

#12 · Nashikcell 4870002509

distance 0.738 · cross-district

#13 · Punecell 4900005859

distance 0.74

#14 · Punecell 4900006839

distance 0.746

#15 · Nashikcell 4870002722

distance 0.771 · cross-district

#16 · Nashikcell 4870002834

distance 0.775 · cross-district

#17 · Punecell 4900007209

distance 0.79

#18 · Punecell 4900006841

distance 0.79

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":4900005857}}}'

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.