Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900003170

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 11 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.356

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900009502

distance 0.356

#2 · Nashikcell 4870001747

distance 0.434 · cross-district

#3 · Punecell 4900002322

distance 0.53

#4 · Punecell 4900008395

distance 0.535

#5 · Parbhanicell 4890002724

distance 0.556 · cross-district

#6 · Buldhanacell 4720005757

distance 0.567 · cross-district

#7 · Chhatrapati Sambhajinagarcell 4690003117

distance 0.579 · cross-district

#8 · Punecell 4900005125

distance 0.591

#9 · Chhatrapati Sambhajinagarcell 4690002379

distance 0.599 · cross-district

#10 · Ahmednagarcell 4660012787

distance 0.606 · cross-district

#11 · Amravaticell 4680000416

distance 0.609 · cross-district

#12 · Hingolicell 4770002515

distance 0.611 · cross-district

#13 · Dharashivcell 4880000894

distance 0.613 · cross-district

#14 · Chandrapurcell 4730001502

distance 0.615 · cross-district

#15 · Nashikcell 4870011099

distance 0.617 · cross-district

#16 · Sataracell 4940007854

distance 0.62 · cross-district

#17 · Ahmednagarcell 4660011483

distance 0.621 · cross-district

#18 · Ahmednagarcell 4660012332

distance 0.627 · 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":4900003170}}}'

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.