Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000346

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

0.122

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900000293

distance 0.122

#2 · Punecell 4900000154

distance 0.167

#3 · Punecell 4900000512

distance 0.179

#4 · Punecell 4900000133

distance 0.184

#5 · Punecell 4900000609

distance 0.191

#6 · Punecell 4900000100

distance 0.192

#7 · Punecell 4900000104

distance 0.194

#8 · Punecell 4900000611

distance 0.194

#9 · Punecell 4900000966

distance 0.197

#10 · Punecell 4900000332

distance 0.197

#11 · Punecell 4900000112

distance 0.2

#12 · Punecell 4900000209

distance 0.206

#13 · Punecell 4900000400

distance 0.209

#14 · Nashikcell 4870005408

distance 0.211 · cross-district

#15 · Jalgaoncell 4780007860

distance 0.213 · cross-district

#16 · Punecell 4900000965

distance 0.214

#17 · Punecell 4900000285

distance 0.214

#18 · Nashikcell 4870004970

distance 0.215 · 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":4900000346}}}'

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.