Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900003902

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

0.214

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900003889

distance 0.214

#2 · Punecell 4900000178

distance 0.216

#3 · Punecell 4900000564

distance 0.223

#4 · Punecell 4900001028

distance 0.232

#5 · Punecell 4900000588

distance 0.237

#6 · Sataracell 4940008313

distance 0.244 · cross-district

#7 · Punecell 4900001340

distance 0.244

#8 · Nashikcell 4870002546

distance 0.245 · cross-district

#9 · Punecell 4900005658

distance 0.245

#10 · Punecell 4900000097

distance 0.246

#11 · Punecell 4900003088

distance 0.246

#12 · Punecell 4900000897

distance 0.248

#13 · Punecell 4900001706

distance 0.248

#14 · Sataracell 4940003870

distance 0.252 · cross-district

#15 · Punecell 4900004590

distance 0.255

#16 · Sataracell 4940008662

distance 0.256 · cross-district

#17 · Sataracell 4940006057

distance 0.257 · cross-district

#18 · Punecell 4900001427

distance 0.257

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":4900003902}}}'

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.