Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900006674

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

0.87

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.55

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800001169

distance 0.55 · cross-district

#2 · Punecell 4900010151

distance 0.626

#3 · Thanecell 4970003243

distance 0.716 · cross-district

#4 · Thanecell 4970003156

distance 0.719 · cross-district

#5 · Sataracell 4940003258

distance 0.744 · cross-district

#6 · Nagpurcell 4840006727

distance 0.754 · cross-district

#7 · Sataracell 4940001459

distance 0.772 · cross-district

#8 · Nagpurcell 4840006618

distance 0.784 · cross-district

#9 · Gondiacell 4760000711

distance 0.814 · cross-district

#10 · Parbhanicell 4890005420

distance 0.825 · cross-district

#11 · Gondiacell 4760000770

distance 0.839 · cross-district

#12 · Buldhanacell 4720003821

distance 0.844 · cross-district

#13 · Hingolicell 4770001786

distance 0.848 · cross-district

#14 · Mumbai Suburbancell 4830000156

distance 0.857 · cross-district

#15 · Nagpurcell 4840001656

distance 0.858 · cross-district

#16 · Punecell 4900009725

distance 0.863

#17 · Solapurcell 4960010903

distance 0.863 · cross-district

#18 · Hingolicell 4770002544

distance 0.863 · 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":4900006674}}}'

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.