Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007462

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

0.33

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900007589

distance 0.33

#2 · Punecell 4900006363

distance 0.652

#3 · Punecell 4900006483

distance 0.657

#4 · Sataracell 4940007648

distance 0.674 · cross-district

#5 · Punecell 4900007097

distance 0.702

#6 · Nashikcell 4870003100

distance 0.709 · cross-district

#7 · Punecell 4900005472

distance 0.735

#8 · Punecell 4900006482

distance 0.743

#9 · Punecell 4900007101

distance 0.769

#10 · Punecell 4900005862

distance 0.77

#11 · Punecell 4900008485

distance 0.771

#12 · Punecell 4900005994

distance 0.799

#13 · Nashikcell 4870003087

distance 0.804 · cross-district

#14 · Punecell 4900007580

distance 0.811

#15 · Punecell 4900008264

distance 0.812

#16 · Punecell 4900008262

distance 0.819

#17 · Punecell 4900008486

distance 0.821

#18 · Punecell 4900007581

distance 0.826

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":4900007462}}}'

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.