Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900003590

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.143

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900004011

distance 0.143

#2 · Punecell 4900002910

distance 0.151

#3 · Nashikcell 4870008690

distance 0.167 · cross-district

#4 · Nashikcell 4870011448

distance 0.168 · cross-district

#5 · Punecell 4900003065

distance 0.18

#6 · Punecell 4900002931

distance 0.193

#7 · Nashikcell 4870011567

distance 0.194 · cross-district

#8 · Nashikcell 4870011569

distance 0.202 · cross-district

#9 · Punecell 4900002909

distance 0.203

#10 · Punecell 4900000915

distance 0.204

#11 · Nashikcell 4870010197

distance 0.205 · cross-district

#12 · Nashikcell 4870010191

distance 0.208 · cross-district

#13 · Nashikcell 4870008689

distance 0.211 · cross-district

#14 · Nashikcell 4870008688

distance 0.212 · cross-district

#15 · Punecell 4900004026

distance 0.214

#16 · Ahmednagarcell 4660013143

distance 0.215 · cross-district

#17 · Punecell 4900003606

distance 0.216

#18 · Nashikcell 4870011559

distance 0.217 · 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":4900003590}}}'

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.