Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900002576

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.263

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900012355

distance 0.263

#2 · Punecell 4900001967

distance 0.269

#3 · Punecell 4900012353

distance 0.275

#4 · Punecell 4900012424

distance 0.283

#5 · Sataracell 4940008626

distance 0.285 · cross-district

#6 · Punecell 4900012910

distance 0.285

#7 · Nashikcell 4870011176

distance 0.291 · cross-district

#8 · Ahmednagarcell 4660008500

distance 0.295 · cross-district

#9 · Sataracell 4940006846

distance 0.296 · cross-district

#10 · Ahmednagarcell 4660006710

distance 0.301 · cross-district

#11 · Punecell 4900002426

distance 0.313

#12 · Nashikcell 4870000466

distance 0.314 · cross-district

#13 · Punecell 4900004412

distance 0.317

#14 · Sataracell 4940008170

distance 0.318 · cross-district

#15 · Nashikcell 4870000231

distance 0.318 · cross-district

#16 · Sataracell 4940006544

distance 0.32 · cross-district

#17 · Ahmednagarcell 4660008353

distance 0.321 · cross-district

#18 · Ahmednagarcell 4660008204

distance 0.321 · 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":4900002576}}}'

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.