Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001391

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 10 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 4900001259

distance 0.277

#2 · Sataracell 4940008976

distance 0.377 · cross-district

#3 · Nagpurcell 4840008631

distance 0.614 · cross-district

#4 · Yavatmalcell 5000011479

distance 0.666 · cross-district

#5 · Buldhanacell 4720005864

distance 0.702 · cross-district

#6 · Nagpurcell 4840008619

distance 0.703 · cross-district

#7 · Yavatmalcell 5000011583

distance 0.739 · cross-district

#8 · Nashikcell 4870001140

distance 0.753 · cross-district

#9 · Dhulecell 4740003678

distance 0.767 · cross-district

#10 · Nagpurcell 4840001193

distance 0.785 · cross-district

#11 · Nagpurcell 4840003747

distance 0.798 · cross-district

#12 · Ahmednagarcell 4660011780

distance 0.814 · cross-district

#13 · Gadchirolicell 4750000086

distance 0.83 · cross-district

#14 · Nagpurcell 4840000918

distance 0.831 · cross-district

#15 · Gadchirolicell 4750000024

distance 0.832 · cross-district

#16 · Nashikcell 4870001233

distance 0.837 · cross-district

#17 · Nagpurcell 4840006830

distance 0.843 · cross-district

#18 · Dharashivcell 4880006095

distance 0.848 · 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":4900001391}}}'

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.