Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900013229

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.262

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900013228

distance 0.262

#2 · Punecell 4900012318

distance 0.325

#3 · Chhatrapati Sambhajinagarcell 4690005445

distance 0.36 · cross-district

#4 · Chhatrapati Sambhajinagarcell 4690005446

distance 0.369 · cross-district

#5 · Chhatrapati Sambhajinagarcell 4690005806

distance 0.374 · cross-district

#6 · Punecell 4900013161

distance 0.415

#7 · Punecell 4900013023

distance 0.417

#8 · Chhatrapati Sambhajinagarcell 4690003808

distance 0.431 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690004914

distance 0.431 · cross-district

#10 · Nashikcell 4870002739

distance 0.435 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690005081

distance 0.451 · cross-district

#12 · Nagpurcell 4840007423

distance 0.454 · cross-district

#13 · Hingolicell 4770002756

distance 0.455 · cross-district

#14 · Nashikcell 4870002530

distance 0.457 · cross-district

#15 · Punecell 4900000643

distance 0.459

#16 · Chhatrapati Sambhajinagarcell 4690002309

distance 0.463 · cross-district

#17 · Punecell 4900003814

distance 0.467

#18 · Beedcell 4700004376

distance 0.471 · 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":4900013229}}}'

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.