Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900004029

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

0.195

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900006784

distance 0.195

#2 · Nashikcell 4870002648

distance 0.226 · cross-district

#3 · Punecell 4900001077

distance 0.229

#4 · Punecell 4900001135

distance 0.229

#5 · Kolhapurcell 4800004629

distance 0.231 · cross-district

#6 · Jalgaoncell 4780007379

distance 0.235 · cross-district

#7 · Kolhapurcell 4800004204

distance 0.236 · cross-district

#8 · Punecell 4900004306

distance 0.244

#9 · Kolhapurcell 4800003430

distance 0.246 · cross-district

#10 · Punecell 4900004033

distance 0.247

#11 · Nashikcell 4870002879

distance 0.248 · cross-district

#12 · Kolhapurcell 4800003551

distance 0.251 · cross-district

#13 · Punecell 4900002497

distance 0.256

#14 · Sataracell 4940008941

distance 0.256 · cross-district

#15 · Punecell 4900002604

distance 0.256

#16 · Jalgaoncell 4780010049

distance 0.263 · cross-district

#17 · Solapurcell 4960011458

distance 0.263 · cross-district

#18 · Jalgaoncell 4780008751

distance 0.265 · 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":4900004029}}}'

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.