Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900008037

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

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.379

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900008254

distance 0.379

#2 · Punecell 4900008146

distance 0.421

#3 · Punecell 4900005846

distance 0.701

#4 · Punecell 4900007813

distance 0.742

#5 · Punecell 4900005851

distance 0.759

#6 · Punecell 4900009039

distance 0.797

#7 · Punecell 4900008477

distance 0.831

#8 · Punecell 4900008478

distance 0.845

#9 · Punecell 4900005591

distance 0.863

#10 · Punecell 4900008252

distance 0.878

#11 · Punecell 4900009022

distance 0.887

#12 · Punecell 4900005589

distance 0.91

#13 · Punecell 4900009142

distance 0.939

#14 · Punecell 4900007077

distance 0.957

#15 · Punecell 4900008479

distance 0.962

#16 · Punecell 4900007449

distance 0.972

#17 · Punecell 4900007919

distance 0.973

#18 · Punecell 4900008365

distance 0.975

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":4900008037}}}'

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.