Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900006771

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.182

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900004189

distance 0.182

#2 · Dharashivcell 4880004071

distance 0.185 · cross-district

#3 · Dharashivcell 4880003854

distance 0.186 · cross-district

#4 · Punecell 4900002791

distance 0.193

#5 · Punecell 4900002950

distance 0.2

#6 · Beedcell 4700006008

distance 0.207 · cross-district

#7 · Punecell 4900005009

distance 0.212

#8 · Chhatrapati Sambhajinagarcell 4690000793

distance 0.215 · cross-district

#9 · Punecell 4900002934

distance 0.216

#10 · Ahmednagarcell 4660002560

distance 0.216 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690000001

distance 0.221 · cross-district

#12 · Washimcell 4990000367

distance 0.222 · cross-district

#13 · Punecell 4900002056

distance 0.222

#14 · Beedcell 4700003127

distance 0.223 · cross-district

#15 · Punecell 4900002361

distance 0.224

#16 · Chhatrapati Sambhajinagarcell 4690000915

distance 0.224 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690000854

distance 0.225 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690000731

distance 0.226 · 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":4900006771}}}'

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.