Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001259

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 8 distinct districts

Index confidence

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.277

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900001391

distance 0.277

#2 · Sataracell 4940008976

distance 0.568 · cross-district

#3 · Nagpurcell 4840008631

distance 0.639 · cross-district

#4 · Nagpurcell 4840008619

distance 0.686 · cross-district

#5 · Yavatmalcell 5000011479

distance 0.692 · cross-district

#6 · Yavatmalcell 5000011583

distance 0.693 · cross-district

#7 · Nagpurcell 4840001193

distance 0.705 · cross-district

#8 · Ahmednagarcell 4660011780

distance 0.737 · cross-district

#9 · Nashikcell 4870001140

distance 0.788 · cross-district

#10 · Nashikcell 4870001233

distance 0.791 · cross-district

#11 · Gadchirolicell 4750000086

distance 0.791 · cross-district

#12 · Gadchirolicell 4750000622

distance 0.792 · cross-district

#13 · Punecell 4900012238

distance 0.802

#14 · Gadchirolicell 4750000336

distance 0.804 · cross-district

#15 · Gadchirolicell 4750000153

distance 0.809 · cross-district

#16 · Gadchirolicell 4750000381

distance 0.812 · cross-district

#17 · Gadchirolicell 4750000130

distance 0.815 · cross-district

#18 · Buldhanacell 4720005864

distance 0.835 · 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":4900001259}}}'

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.