Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900010831

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

0.88

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.149

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900009624

distance 0.149

#2 · Raigadcell 4910005365

distance 0.163 · cross-district

#3 · Punecell 4900009527

distance 0.166

#4 · Punecell 4900010909

distance 0.17

#5 · Punecell 4900009008

distance 0.195

#6 · Punecell 4900009623

distance 0.196

#7 · Punecell 4900007780

distance 0.2

#8 · Punecell 4900010733

distance 0.207

#9 · Punecell 4900011145

distance 0.22

#10 · Punecell 4900009528

distance 0.229

#11 · Punecell 4900007770

distance 0.237

#12 · Punecell 4900011144

distance 0.24

#13 · Raigadcell 4910004906

distance 0.241 · cross-district

#14 · Punecell 4900010988

distance 0.241

#15 · Punecell 4900011069

distance 0.242

#16 · Raigadcell 4910004752

distance 0.243 · cross-district

#17 · Raigadcell 4910004855

distance 0.245 · cross-district

#18 · Raigadcell 4910005518

distance 0.261 · 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":4900010831}}}'

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.