Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900013304

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

0.099

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900013303

distance 0.099

#2 · Punecell 4900013310

distance 0.223

#3 · Nashikcell 4870000094

distance 0.268 · cross-district

#4 · Punecell 4900013275

distance 0.27

#5 · Punecell 4900013278

distance 0.271

#6 · Ahmednagarcell 4660009147

distance 0.288 · cross-district

#7 · Nashikcell 4870000394

distance 0.289 · cross-district

#8 · Sataracell 4940008165

distance 0.29 · cross-district

#9 · Punecell 4900013306

distance 0.294

#10 · Ahmednagarcell 4660013379

distance 0.296 · cross-district

#11 · Sataracell 4940008374

distance 0.301 · cross-district

#12 · Punecell 4900013167

distance 0.302

#13 · Punecell 4900013370

distance 0.304

#14 · Punecell 4900013060

distance 0.309

#15 · Sataracell 4940008372

distance 0.311 · cross-district

#16 · Punecell 4900013381

distance 0.311

#17 · Punecell 4900013006

distance 0.315

#18 · Nashikcell 4870002327

distance 0.316 · 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":4900013304}}}'

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.