Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900003083

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

0.15

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900003204

distance 0.15

#2 · Punecell 4900004013

distance 0.169

#3 · Punecell 4900000833

distance 0.174

#4 · Punecell 4900003610

distance 0.174

#5 · Punecell 4900001875

distance 0.174

#6 · Punecell 4900004580

distance 0.177

#7 · Punecell 4900001337

distance 0.177

#8 · Beedcell 4700002956

distance 0.179 · cross-district

#9 · Punecell 4900003208

distance 0.182

#10 · Punecell 4900000519

distance 0.188

#11 · Punecell 4900003464

distance 0.192

#12 · Punecell 4900008985

distance 0.195

#13 · Kolhapurcell 4800003893

distance 0.196 · cross-district

#14 · Nashikcell 4870011570

distance 0.199 · cross-district

#15 · Punecell 4900001460

distance 0.199

#16 · Nashikcell 4870004413

distance 0.201 · cross-district

#17 · Punecell 4900001336

distance 0.205

#18 · Sataracell 4940008753

distance 0.205 · 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":4900003083}}}'

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.