Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900002039

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.116

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900002808

distance 0.116

#2 · Punecell 4900000830

distance 0.168

#3 · Punecell 4900001592

distance 0.173

#4 · Punecell 4900001888

distance 0.174

#5 · Punecell 4900004863

distance 0.177

#6 · Punecell 4900001759

distance 0.179

#7 · Sanglicell 4930004109

distance 0.187 · cross-district

#8 · Punecell 4900001735

distance 0.193

#9 · Punecell 4900002354

distance 0.193

#10 · Ahmednagarcell 4660002178

distance 0.194 · cross-district

#11 · Punecell 4900000511

distance 0.202

#12 · Punecell 4900001757

distance 0.206

#13 · Punecell 4900001208

distance 0.206

#14 · Punecell 4900002204

distance 0.206

#15 · Punecell 4900000948

distance 0.208

#16 · Ahmednagarcell 4660000792

distance 0.208 · cross-district

#17 · Ahmednagarcell 4660002248

distance 0.213 · cross-district

#18 · Punecell 4900000044

distance 0.213

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":4900002039}}}'

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.