Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900004067

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.16

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900003501

distance 0.16

#2 · Punecell 4900003912

distance 0.191

#3 · Punecell 4900003782

distance 0.221

#4 · Punecell 4900003238

distance 0.23

#5 · Punecell 4900004068

distance 0.232

#6 · Punecell 4900003369

distance 0.234

#7 · Punecell 4900003783

distance 0.24

#8 · Punecell 4900003236

distance 0.243

#9 · Punecell 4900003926

distance 0.252

#10 · Punecell 4900003246

distance 0.259

#11 · Punecell 4900003367

distance 0.261

#12 · Raigadcell 4910002162

distance 0.263 · cross-district

#13 · Punecell 4900006922

distance 0.266

#14 · Punecell 4900003778

distance 0.275

#15 · Punecell 4900004207

distance 0.278

#16 · Punecell 4900004206

distance 0.279

#17 · Punecell 4900003640

distance 0.279

#18 · Punecell 4900007668

distance 0.279

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":4900004067}}}'

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.