Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900008432

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 12 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.375

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700004626

distance 0.375 · cross-district

#2 · Nashikcell 4870000719

distance 0.696 · cross-district

#3 · Buldhanacell 4720001193

distance 0.838 · cross-district

#4 · Laturcell 4810002385

distance 0.85 · cross-district

#5 · Ahmednagarcell 4660008234

distance 0.862 · cross-district

#6 · Laturcell 4810005227

distance 0.881 · cross-district

#7 · Beedcell 4700007544

distance 0.883 · cross-district

#8 · Beedcell 4700000058

distance 0.893 · cross-district

#9 · Mumbai Suburbancell 4830000207

distance 0.894 · cross-district

#10 · Solapurcell 4960010981

distance 0.908 · cross-district

#11 · Punecell 4900002209

distance 0.916

#12 · Dharashivcell 4880005945

distance 0.918 · cross-district

#13 · Buldhanacell 4720001308

distance 0.919 · cross-district

#14 · Chandrapurcell 4730007528

distance 0.919 · cross-district

#15 · Dharashivcell 4880002492

distance 0.92 · cross-district

#16 · Parbhanicell 4890004515

distance 0.933 · cross-district

#17 · Beedcell 4700007634

distance 0.933 · cross-district

#18 · Jalnacell 4790001649

distance 0.935 · 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":4900008432}}}'

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.