Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001718

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

0.157

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900004018

distance 0.157

#2 · Nashikcell 4870011578

distance 0.17 · cross-district

#3 · Punecell 4900002768

distance 0.172

#4 · Nashikcell 4870011579

distance 0.178 · cross-district

#5 · Punecell 4900003744

distance 0.181

#6 · Nashikcell 4870011466

distance 0.189 · cross-district

#7 · Punecell 4900001841

distance 0.192

#8 · Punecell 4900002601

distance 0.203

#9 · Nashikcell 4870008390

distance 0.203 · cross-district

#10 · Punecell 4900003609

distance 0.204

#11 · Nashikcell 4870012143

distance 0.211 · cross-district

#12 · Punecell 4900003323

distance 0.213

#13 · Nashikcell 4870011343

distance 0.213 · cross-district

#14 · Punecell 4900004844

distance 0.213

#15 · Nashikcell 4870011568

distance 0.217 · cross-district

#16 · Nashikcell 4870011797

distance 0.217 · cross-district

#17 · Nashikcell 4870011341

distance 0.218 · cross-district

#18 · Nashikcell 4870011569

distance 0.219 · 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":4900001718}}}'

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.