Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000351

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.184

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900000429

distance 0.184

#2 · Punecell 4900000064

distance 0.224

#3 · Punecell 4900000206

distance 0.228

#4 · Punecell 4900000216

distance 0.232

#5 · Punecell 4900000341

distance 0.235

#6 · Punecell 4900000271

distance 0.269

#7 · Nashikcell 4870005406

distance 0.279 · cross-district

#8 · Ahmednagarcell 4660011512

distance 0.282 · cross-district

#9 · Punecell 4900000116

distance 0.29

#10 · Nashikcell 4870002372

distance 0.292 · cross-district

#11 · Punecell 4900000412

distance 0.293

#12 · Solapurcell 4960006891

distance 0.298 · cross-district

#13 · Punecell 4900000335

distance 0.3

#14 · Nashikcell 4870004826

distance 0.31 · cross-district

#15 · Punecell 4900000574

distance 0.313

#16 · Nashikcell 4870003108

distance 0.314 · cross-district

#17 · Nashikcell 4870004687

distance 0.314 · cross-district

#18 · Kolhapurcell 4800005224

distance 0.314 · 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":4900000351}}}'

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.