Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900003239

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 1 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.087

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900003640

distance 0.087

#2 · Punecell 4900003773

distance 0.126

#3 · Punecell 4900003242

distance 0.144

#4 · Punecell 4900003374

distance 0.145

#5 · Punecell 4900003772

distance 0.147

#6 · Punecell 4900003504

distance 0.165

#7 · Punecell 4900003375

distance 0.166

#8 · Punecell 4900004336

distance 0.178

#9 · Punecell 4900003630

distance 0.187

#10 · Punecell 4900004331

distance 0.19

#11 · Punecell 4900003635

distance 0.191

#12 · Punecell 4900002817

distance 0.193

#13 · Punecell 4900003238

distance 0.195

#14 · Punecell 4900004193

distance 0.2

#15 · Punecell 4900003369

distance 0.211

#16 · Punecell 4900004054

distance 0.213

#17 · Punecell 4900002966

distance 0.217

#18 · Punecell 4900002066

distance 0.22

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":4900003239}}}'

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.