Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900003192

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.154

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900003880

distance 0.154

#2 · Punecell 4900001426

distance 0.158

#3 · Punecell 4900002914

distance 0.166

#4 · Punecell 4900003215

distance 0.171

#5 · Punecell 4900003193

distance 0.172

#6 · Punecell 4900001697

distance 0.174

#7 · Nashikcell 4870001774

distance 0.177 · cross-district

#8 · Punecell 4900002613

distance 0.184

#9 · Punecell 4900003622

distance 0.186

#10 · Punecell 4900002760

distance 0.188

#11 · Punecell 4900003734

distance 0.19

#12 · Punecell 4900003598

distance 0.191

#13 · Nashikcell 4870000420

distance 0.191 · cross-district

#14 · Punecell 4900004296

distance 0.191

#15 · Punecell 4900002757

distance 0.194

#16 · Punecell 4900004580

distance 0.195

#17 · Punecell 4900002467

distance 0.196

#18 · Sataracell 4940008092

distance 0.196 · 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":4900003192}}}'

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.