Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900004835

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.202

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900005248

distance 0.202

#2 · Nashikcell 4870011573

distance 0.209 · cross-district

#3 · Nashikcell 4870007192

distance 0.212 · cross-district

#4 · Nashikcell 4870011572

distance 0.214 · cross-district

#5 · Punecell 4900005790

distance 0.217

#6 · Punecell 4900007390

distance 0.225

#7 · Punecell 4900005652

distance 0.227

#8 · Punecell 4900005112

distance 0.232

#9 · Punecell 4900005658

distance 0.238

#10 · Punecell 4900005649

distance 0.24

#11 · Nashikcell 4870008535

distance 0.24 · cross-district

#12 · Nashikcell 4870011587

distance 0.241 · cross-district

#13 · Nashikcell 4870011927

distance 0.243 · cross-district

#14 · Sanglicell 4930006915

distance 0.243 · cross-district

#15 · Punecell 4900004289

distance 0.248

#16 · Sanglicell 4930007080

distance 0.248 · cross-district

#17 · Ahmednagarcell 4660003015

distance 0.249 · cross-district

#18 · Nashikcell 4870012028

distance 0.249 · 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":4900004835}}}'

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.