Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001738

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

0.139

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900003088

distance 0.139

#2 · Punecell 4900003219

distance 0.162

#3 · Punecell 4900002486

distance 0.17

#4 · Sataracell 4940007279

distance 0.173 · cross-district

#5 · Punecell 4900000624

distance 0.177

#6 · Punecell 4900001721

distance 0.186

#7 · Sataracell 4940007276

distance 0.186 · cross-district

#8 · Punecell 4900002185

distance 0.186

#9 · Nashikcell 4870002037

distance 0.189 · cross-district

#10 · Punecell 4900000720

distance 0.191

#11 · Punecell 4900001295

distance 0.193

#12 · Sataracell 4940006862

distance 0.197 · cross-district

#13 · Sataracell 4940007270

distance 0.197 · cross-district

#14 · Punecell 4900000826

distance 0.197

#15 · Punecell 4900002906

distance 0.199

#16 · Punecell 4900001035

distance 0.2

#17 · Solapurcell 4960006494

distance 0.201 · cross-district

#18 · Beedcell 4700005402

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":4900001738}}}'

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.