Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900002896

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.203

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900004826

distance 0.203

#2 · Punecell 4900005627

distance 0.206

#3 · Punecell 4900004403

distance 0.214

#4 · Punecell 4900003181

distance 0.227

#5 · Ahmednagarcell 4660003661

distance 0.238 · cross-district

#6 · Punecell 4900003059

distance 0.243

#7 · Punecell 4900001290

distance 0.243

#8 · Punecell 4900002123

distance 0.245

#9 · Sataracell 4940007667

distance 0.249 · cross-district

#10 · Nashikcell 4870001679

distance 0.252 · cross-district

#11 · Punecell 4900002887

distance 0.259

#12 · Punecell 4900003591

distance 0.26

#13 · Punecell 4900001144

distance 0.265

#14 · Punecell 4900012283

distance 0.265

#15 · Punecell 4900003034

distance 0.265

#16 · Nashikcell 4870000357

distance 0.266 · cross-district

#17 · Nashikcell 4870002748

distance 0.269 · cross-district

#18 · Punecell 4900001969

distance 0.273

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":4900002896}}}'

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.