Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007264

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.129

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900006528

distance 0.129

#2 · Punecell 4900005545

distance 0.18

#3 · Punecell 4900004876

distance 0.188

#4 · Punecell 4900005268

distance 0.191

#5 · Punecell 4900005132

distance 0.191

#6 · Punecell 4900006162

distance 0.196

#7 · Punecell 4900006538

distance 0.196

#8 · Punecell 4900004037

distance 0.205

#9 · Punecell 4900002806

distance 0.209

#10 · Punecell 4900002342

distance 0.211

#11 · Chhatrapati Sambhajinagarcell 4690002254

distance 0.216 · cross-district

#12 · Punecell 4900002656

distance 0.219

#13 · Punecell 4900008649

distance 0.219

#14 · Punecell 4900006648

distance 0.22

#15 · Punecell 4900007012

distance 0.22

#16 · Punecell 4900005544

distance 0.223

#17 · Punecell 4900004997

distance 0.226

#18 · Ahmednagarcell 4660000008

distance 0.226 · 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":4900007264}}}'

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.