Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900003090

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.134

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900002784

distance 0.134

#2 · Punecell 4900002496

distance 0.141

#3 · Punecell 4900002342

distance 0.145

#4 · Punecell 4900006162

distance 0.17

#5 · Punecell 4900000556

distance 0.181

#6 · Kolhapurcell 4800003886

distance 0.183 · cross-district

#7 · Punecell 4900004997

distance 0.184

#8 · Punecell 4900003075

distance 0.187

#9 · Punecell 4900001849

distance 0.189

#10 · Punecell 4900005782

distance 0.195

#11 · Solapurcell 4960011645

distance 0.196 · cross-district

#12 · Punecell 4900004318

distance 0.199

#13 · Punecell 4900002933

distance 0.201

#14 · Punecell 4900001997

distance 0.203

#15 · Chhatrapati Sambhajinagarcell 4690002422

distance 0.204 · cross-district

#16 · Punecell 4900001891

distance 0.208

#17 · Sanglicell 4930006922

distance 0.209 · cross-district

#18 · Punecell 4900001744

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":4900003090}}}'

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.