Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900013295

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 9 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.383

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900013197

distance 0.383

#2 · Punecell 4900013317

distance 0.431

#3 · Punecell 4900012980

distance 0.468

#4 · Nagpurcell 4840002800

distance 0.489 · cross-district

#5 · Nandurbarcell 4860004816

distance 0.506 · cross-district

#6 · Punecell 4900013362

distance 0.515

#7 · Chhatrapati Sambhajinagarcell 4690002482

distance 0.516 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690000201

distance 0.517 · cross-district

#9 · Gondiacell 4760004011

distance 0.526 · cross-district

#10 · Nagpurcell 4840007426

distance 0.534 · cross-district

#11 · Punecell 4900003145

distance 0.535

#12 · Sataracell 4940008849

distance 0.536 · cross-district

#13 · Sataracell 4940008053

distance 0.538 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690002065

distance 0.548 · cross-district

#15 · Laturcell 4810003781

distance 0.56 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690005506

distance 0.564 · cross-district

#17 · Ratnagiricell 4920006447

distance 0.567 · cross-district

#18 · Buldhanacell 4720000597

distance 0.574 · 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":4900013295}}}'

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.